Public report of j5ik2o/akka-cqrs-es-example-typed, published 21 October 2026. It has the same score, grades and number of findings as the full report. The details of security findings (where they are in the code, which known vulnerabilities and which passwords or keys were found) are left out, so nobody can use them against the project.
Public
Executive report Measured under the Code Assurance Index, an open standard for code quality, using its published scoring rules (rubric version 2026.10.5). Watchdog signed this survey and filed it in the standard's public register, where anyone can look it up by its survey ID. Check this survey → Signed and filed in the standard's public register, 21 October 2026, 22:47 UTC · Survey ID cd_15eecab9d88948049c74af6de648da9b

j5ik2o/akka-cqrs-es-example-typed

Measured 21 October 2026, 22:44 UTC, at code version dc2cb64

Supply-chain provenance & signing: not measured

Supply-chain provenance & signing is not measured: Supply-chain provenance is not scored (this pipeline releases no artifact), but its build steps or GitHub Actions workflows have integrity defects, or nothing watches its dependency set for published advisories.

CAI score 58out of 100 At risk Down 4 since the last survey

The score is built from these lenses. Each lens grades one area of the code, such as how easy it is to change or how well it is protected. The weakest lens counts most, so one weak area pulls the score down instead of being averaged away.

Performance 100 Exemplary Domain Modelling 91 Exemplary Architecture 76 Adequate Code Health 63 Adequate Security and Compliance 63 Adequate Production Readiness 60 Adequate Maturity 50 Adequate

A small codebase: 9,404 lines of product code in 13 projects, tests not counted · Estimated rebuild effort: about 0.1 person-years · Weakest lens: Maturity, 50

Findings by how serious they are

34 critical 68 serious 207 minor

13 dimensions are left out of the score. For each one, Watchdog either couldn't measure it in this code, or found no evidence of the safeguard it looks for, such as a tested backup restore. They count neither for nor against the score, and Limitations lists each one with its reason.

This survey was produced by

Watchdog
Producer
Canine Development
Analyzer
Watchdog engine 1.0.0
Measured
21 October 2026, 22:44 UTC

A measurement, not a certificate. The Code Assurance Index records a number together with the evidence it was worked out from, so anyone can recalculate it, but it doesn't certify or guarantee the code. The standard was written by Canine Development, which also builds Watchdog. It is open to any tool that implements it, and today Watchdog is the only one that does.

A critical security finding is open, such as a library with a known critical vulnerability or a password or key found in the code. The score itself is unchanged, but its band shows At risk until the finding is fixed. See the Security and Compliance lens.

The score is deterministic, which means the same code always gets the same score. Watchdog works it out with tools that follow published rules, and an AI model never decides it, so anyone who applies the same rules to the same code gets the same number. How it is done is explained under Methodology ▸

72of 75 dimensions measured by tools. The other 3 are advisory notes from an AI model, which explain the code but don't count towards the score.
239of 309 findings point to an exact file and line, so you can open each one in the code. The other 70 concern the repository as a whole, such as missing documentation.
75dimensions across 7 lenses, read from 9,404 lines of product code in 13 projects.
Chapters

Executive summary

j5ik2o/akka-cqrs-es-example-typed scores 58 out of 100, but it is rated At risk while a critical security finding is open; the score itself is unchanged. Watchdog judged it as a template, sample or demo, meant to be read or copied, so the dimensions about building, releasing and running a product don't apply, and its lenses are rated against a lower bar. The score itself is worked out as for any repository.

The weakest lens counts most in the score, and here that is Maturity, which scores 50 and is rated Adequate. Its Knowledge Freshness dimension scores 0 out of 10, and until that reaches 4, Maturity can't be rated higher than Adequate. The first actions are to resolve the 43 Orphaned file finding(s) in Knowledge Freshness and to record your significant design decisions, and if Maturity rose to 70, the score would rise from 58 to about 64.

34 findings are critical: 13 in IaC & Container Security, 13 in Static Analysis (SAST), four in Secret Scanning, two in Dependency Vulnerabilities, one in Domain ↔ infrastructure boundary and one in License Compliance.

Watchdog couldn't measure 13 dimensions in this code, among them Code Coverage, Test Reliability and Internal API Consistency, so they are left out of the score. The product code is 9,404 lines, which would take an estimated 0.1 person-years, around €17,000, to rebuild.

Code Health 63 Adequate, capped by Structured logging and Nullable reference types Architecture 76 Adequate, capped by Project Cohesion Maturity 50 Adequate, capped by Knowledge Freshness and Architecture documentation Production Readiness 60 Adequate, capped by Secret Scanning Security and Compliance 63 Adequate, capped by Static Analysis (SAST) and IaC & Container Security Domain Modelling 91 ★ Exemplary Performance 100 ★ Exemplary

A lens is capped at Adequate while one of its dimensions scores below 4 out of 10, however well the rest of the lens does. That way a serious problem in one place always shows in the lens's rating.

How the score is built: what each lens counts for The lenses don't count equally. The weakest lens counts most, the next weakest a little less, and so on, so a weak area pulls the score down instead of being averaged away. In the bar below, each part's width shows how much that lens counts and its colour shows its rating. Improving the widest part moves the score most, and as that lens improves, it counts for less, because another lens becomes the weakest.
Maturity 50 · counts for 46%Production Readiness 60 · counts for 25%Security and Compliance 63 · counts for 14%Code Health 63 · counts for 8%Architecture 76 · counts for 4%Domain Modelling 91 · counts for 2%Performance 100 · counts for 1%

If Maturity rose from 50 to 70, the lowest score rated Strong, the score would rise from 58 to about 64.

Code composition: what the lines of code are
Product code 76%Tests 24%
New since the last survey: 6 findings

These 6 critical or serious findings weren't in the previous survey, on 7 October 2026.

Watchdog compares every finding with the previous survey's. A finding that has only moved to another line in the same file counts as the same finding, so only new findings appear here. Advisory notes from the AI model are left out, because the model words them afresh in every survey.

Fixed since the last survey: 1 finding

This critical or serious finding was in the previous survey, on 7 October 2026, and is gone from this one.

  • Supply-chain Provenance & Signing REDACTED
Rebuild cost: about €17,000 · Estimate
Cost to rebuild€5,800 to €29,000, for 96 to 305 hours of work, about 0.1 person-years for one engineer
Difficulty of the problemHigh, judged from the kind of software and how it is built. Code that solves a harder problem, such as payments or medical bookings, costs more per line to write.
Quality factor×0.8 at a score of 58. Better code takes more work to write, so the factor is ×1.0 at a score of 70, lower below it and higher above it.
SizeSmall: 9,404 lines of product code

How the estimate is made: Watchdog prices the hours a team would need to write this code again, at €60 to €95 an hour. Declarations and boilerplate are priced at a fast rate and logic at a slower one, and the logic is then multiplied by the difficulty of the problem and by the quality factor. The estimate can be about 30% off either way, and it moves most with the hourly rate and the difficulty. For this code, every line is priced as straight logic, which keeps the estimate on the low side.

Top priorities

The three actions that raise the score most for the work they take. The full ranked list is in the Roadmap.

1
Resolve the 43 Orphaned file finding(s) in Knowledge Freshness — start with MainActor.scala (2), ThreadReadModelUpdater.scala, REDACTED.
Raises the score by about 7 points · Medium effort · Knowledge Freshness
2
Record your significant design decisions.
Write one short document per decision, giving its date, the situation, the decision and its consequences, and keep them together with your other design documents. A docs/adr folder with each file named by number and title is the easiest place to find them.
Raises the score by about 6 points · Medium effort · Architecture documentation
3
Resolve the 4 Leaked secret finding(s) in Secret Scanning — start with REDACTED (2), REDACTED (2).
Raises the score by about 3 points · Low effort · Secret Scanning

Diagnosis: what the measurements show together

Each conclusion below combines several dimensions into one point that no single dimension shows, and lists the measurements it rests on.

Where the investment is most exposed · Value at risk
This code would cost about €17,000 to build again, about 0.1 person-years of work. Its weakest lens is Maturity, at 50 (Adequate). Maturity is about how well the project explains and looks after itself, which decides whether a new developer, or a new supplier, can take over. Because the weakest lens counts most in the score, work on Maturity also moves the score most.
Based on: the rebuild estimate · the Maturity grade · how much each lens counts
What to do: Start with the Maturity actions in Top priorities.
If you do one thing first · First action
Resolve the 43 Orphaned file finding(s) in Knowledge Freshness. Of all the actions in this report, it raises the score most for the work it takes: about 7 points for medium effort, because it clears the 43 Knowledge Freshness findings. The next survey will show the change in the score.
Based on: the ranked actions in Top priorities, by score gain and effort

Architecture: which parts of the code depend on which

The code is divided into modules, groups of code that each handle one part of the product, and a module depends on another when it uses code from it. The table lists the modules both down the side and across the top, in an order where each module should only use modules listed above it. A number in a cell means the module on that row uses the module in that column, and it counts the pairs of building blocks (types) that connect them. The one thing to look for is a mark above the diagonal line. It means two or more modules use each other in a loop (a dependency cycle), so none of them can be changed, tested or released on its own.

75 modules, with 98 dependencies between them. 3 loops run through 17 of the modules, marked above the diagonal.

The table shows the 40 modules with the most connections; 35 more are left out to keep it readable.

Which modules use which. The module on each row uses the module in each column, and the number counts the pairs of types that connect them. A cell above the diagonal is part of a loop.
uses →1 adaptor.healthchecks.core.HealthCheck2 adaptor.healthchecks.core.route.HealthCheckRoutes3 api.read4 api.read.MainActor5 api.write.MainActor.Companion6 infrastructure.serde7 adaptor.healthchecks.core8 adaptor.healthchecks.core.HealthCheck.Severity9 api.read.Environments10 api.rmu.ThreadReadModelUpdaterProtocol11 api.write.domain.errors12 api.write.domain.events13 domain.ThreadEvents14 adaptor.healthchecks.core.route15 adaptor.healthchecks.k8s16 api.rmu.Main17 api.write.aggregate.ThreadPersist18 api.write.domain19 domain20 adaptor.healthchecks21 api.read.adaptor.http.validation22 api.read.use.case23 api.write.adaptor.aggregate.ThreadPersist24 api.write.adaptor.aggregate.ThreadState.Companion25 api.write.adaptor.aggregate.state26 api.write.adaptor.http.validation27 api.write.aggregate.ThreadAggregateProtocol28 api.write.aggregate.ThreadState29 api.read.adaptor.http.controller30 api.write.adaptor.aggregate.ThreadAggregateProtocol31 api.write.aggregate32 api.write.adaptor.aggregate33 api.write.adaptor.aggregate.ThreadAggregate34 api.write.use.case35 api.write.adaptor.aggregate.protocol36 api.write.adaptor.http.controller37 api.write.use_case38 api.write39 api.write.DISettings40 api.write.MainActor
1 adaptor.healthchecks.core.HealthCheck
2 adaptor.healthchecks.core.route.HealthCheckRoutes
3 api.read
4 api.read.MainActor
5 api.write.MainActor.Companion
6 infrastructure.serde
7 adaptor.healthchecks.core1
8 adaptor.healthchecks.core.HealthCheck.Severity2
9 api.read.Environments2
10 api.rmu.ThreadReadModelUpdaterProtocol6
11 api.write.domain.errors2
12 api.write.domain.events81
13 domain.ThreadEvents18
14 adaptor.healthchecks.core.route11
15 adaptor.healthchecks.k8s3
16 api.rmu.Main31
17 api.write.aggregate.ThreadPersist11
18 api.write.domain111
19 domain3
20 adaptor.healthchecks123
21 api.read.adaptor.http.validation2
22 api.read.use.case6
23 api.write.adaptor.aggregate.ThreadPersist312
24 api.write.adaptor.aggregate.ThreadState.Companion42
25 api.write.adaptor.aggregate.state32
26 api.write.adaptor.http.validation2
27 api.write.aggregate.ThreadAggregateProtocol41202
28 api.write.aggregate.ThreadState222
29 api.read.adaptor.http.controller3
30 api.write.adaptor.aggregate.ThreadAggregateProtocol20114
31 api.write.aggregate21342
32 api.write.adaptor.aggregate2822343
33 api.write.adaptor.aggregate.ThreadAggregate111
34 api.write.use.case123
35 api.write.adaptor.aggregate.protocol318114
36 api.write.adaptor.http.controller3
37 api.write.use_case123
38 api.write3212
39 api.write.DISettings11
40 api.write.MainActor1111
Uses a module listed above itPart of a loopThe module itself
1 adaptor.healthchecks.core.HealthCheck2 adaptor.healthchecks.core.route.HealthCheckRoutes3 api.read4 api.read.MainActor5 api.write.MainActor.Companion6 infrastructure.serde7 adaptor.healthchecks.core8 adaptor.healthchecks.core.HealthCheck.Severity9 api.read.Environments10 api.rmu.ThreadReadModelUpdaterProtocol11 api.write.domain.errors12 api.write.domain.events13 domain.ThreadEvents14 adaptor.healthchecks.core.route15 adaptor.healthchecks.k8s16 api.rmu.Main17 api.write.aggregate.ThreadPersist18 api.write.domain19 domain20 adaptor.healthchecks21 api.read.adaptor.http.validation22 api.read.use.case23 api.write.adaptor.aggregate.ThreadPersist24 api.write.adaptor.aggregate.ThreadState.Companion25 api.write.adaptor.aggregate.state26 api.write.adaptor.http.validation27 api.write.aggregate.ThreadAggregateProtocol28 api.write.aggregate.ThreadState29 api.read.adaptor.http.controller30 api.write.adaptor.aggregate.ThreadAggregateProtocol31 api.write.aggregate32 api.write.adaptor.aggregate33 api.write.adaptor.aggregate.ThreadAggregate34 api.write.use.case35 api.write.adaptor.aggregate.protocol36 api.write.adaptor.http.controller37 api.write.use_case38 api.write39 api.write.DISettings40 api.write.MainActoradaptor.healthchecks.core.HealthCheck1adaptor.healthchecks.core.route.HealthCheckRoutes2api.read3api.read.MainActor4api.write.MainActor.Companion5infrastructure.serde6adaptor.healthchecks.core7adaptor.healthchecks.core.HealthCheck.Severity8api.read.Environments9api.rmu.ThreadReadModelUpdaterProtocol10api.write.domain.errors11api.write.domain.events12domain.ThreadEvents13adaptor.healthchecks.core.route14adaptor.healthchecks.k8s15api.rmu.Main16api.write.aggregate.ThreadPersist17api.write.domain18domain19adaptor.healthchecks20api.read.adaptor.http.validation21api.read.use.case22api.write.adaptor.aggregate.ThreadPersist23api.write.adaptor.aggregate.ThreadState.Companion24api.write.adaptor.aggregate.state25api.write.adaptor.http.validation26api.write.aggregate.ThreadAggregateProtocol27api.write.aggregate.ThreadState28api.read.adaptor.http.controller29api.write.adaptor.aggregate.ThreadAggregateProtocol30api.write.aggregate31api.write.adaptor.aggregate32api.write.adaptor.aggregate.ThreadAggregate33api.write.use.case34api.write.adaptor.aggregate.protocol35api.write.adaptor.http.controller36api.write.use_case37api.write38api.write.DISettings39api.write.MainActor401226281181133111111312326312423224120222232011421342282234311112331811431233212111111+35 more modules (most-connected shown)

At a glance — Code Health · 63% · Adequate · gated by X4, X5 ·

The Good
D1 · Scala Cyclomatic Complexity 10.0 D2 · Scala Cognitive Complexity 10.0 D3 · Scala God Classes 10.0 D4 · Scala Code Duplication 9.5 D17 · Scala Explicit Debt 10.0 GD1 · Repo Unfinished & placeholder code 10.0 IC1 · Repo Incompleteness & stubs 10.0 X1 · Repo Async correctness 10.0 X12 · Repo Unreachable branch 10.0 X13 · Repo Undrained process stream 10.0 X16 · Repo Unfloored truncation loop 10.0 X18 · Repo Disposal-pattern correctness 10.0 X19 · Repo Unrestored process-global state 10.0 X20 · Repo Mistyped argument guard 10.0 X21 · Repo Side-effecting pattern guard 10.0 X22 · Repo Contradicted release guard 10.0 X23 · Repo Unguarded diagnostic materialisation 10.0 X25 · Repo Inert configuration knob 10.0 X26 · Repo Unsynchronised callback handoff 10.0 X27 · Repo Collection changed while being enumerated 10.0 X28 · Repo Index access outside its own emptiness guard 10.0 X29 · Repo Per-element action decided by a fixed element 10.0 X3 · Repo Exception handling 10.0 X30 · Repo Support guard that admits what it rejects 10.0
The Ugly
X4 · Repo Structured logging 3.8 X5 · Repo Nullable reference types 2.0

At a glance — Architecture · 76% · Adequate · gated by D26 ·

The Good
D5 · Scala Coupling 10.0 D6 · Scala Cohesion (LCOM4) 9.1 D35 · Scala Change Coupling 10.0 AX2 · Repo Stateful singletons 10.0 AX3 · Repo Project dependency cycles 10.0 AX4 · Repo Dependency direction 10.0 AX5 · Repo Architecture & structure 10.0 AX6 · Repo Interface segregation 10.0
The Ugly
D26 · Scala Project Cohesion 0.0 AX10 · Repo Code composition 4.0

At a glance — Maturity · 50% · Adequate · gated by D34, M2 ·

The Good
D15 · Scala Churn × Complexity Hotspots 10.0 D19 · Scala Documentation Quality 8.0 D21 · Scala Naming Consistency 10.0 M1 · Repo Documentation (README) 7.3 M3 · Repo Folder & project structure 10.0 M4 · Repo Documentation accuracy 6.0
The Ugly
D34 · Scala Knowledge Freshness 0.0 M2 · Repo Architecture documentation 2.0

At a glance — Readiness · 60% · Adequate · gated by D13 ·

The Good
D9 · Scala Test Distribution 10.0 D12 · Scala Dependency Hygiene 8.0 D14 · Scala License Compliance 8.0 P1 · Repo CI/CD gates 10.0 P2 · Repo Observability 7.0 P3 · Repo Security & performance tooling 6.0 P4 · Repo Deployment & Rollback 8.0 P5 · Repo DR & Backup 7.0 P8 · Repo Schema migrations 10.0
The Bad
P6 · Repo Release Hygiene 5.0
The Ugly
D13 · Scala Secret Scanning 0.0

At a glance — Security · 63% · Adequate · gated by D29, D31 ·

The Good
D28 · Scala Secrets (history) 10.0 D30 · Scala Dependency Vulnerabilities 8.6 D43 · Scala Malicious Dependencies 10.0 X14 · Repo Bypassable address classification 10.0 X15 · Repo Unvalidated length from an untrusted reader 10.0 X17 · Repo Uncapped recursion over a caller-supplied document 10.0 X24 · Repo Document value interpolated into markup unescaped 10.0
The Bad
D40 · Scala Network Egress Confinement 6.0 D41 · Scala Kernel & Syscall Confinement 6.0 D42 · Scala Runtime Threat Enforcement 6.0
The Ugly
D29 · Scala Static Analysis (SAST) 3.6 D31 · Scala IaC & Container Security 0.0

At a glance — Domain Modelling · 91% · Exemplary ·

The Good
DM1 · Repo Aggregate boundaries 10.0 DM11 · Repo Constructible invalid state 10.0 DM12 · Repo Ambient inputs in the domain 10.0 DM5 · Repo Encapsulated state 10.0 DM6 · Repo Domain ↔ infrastructure boundary 7.3 DM8 · Repo Value-object opportunities 10.0 DM9 · Repo Scattered domain decisions 10.0

At a glance — Performance · 100% · Exemplary ·

The Good
PF3 · Repo Async & latency hygiene 10.0

Security & Compliance — OWASP Top-10 mapping

Findings mapped to OWASP categories; the specific CVEs/secrets are in the Security dimension cards below and findings.md (redacted only on the public version of this report).

OWASP categoryFindingsSeverity
A02:2025 — Security Misconfiguration109High / Critical
A05:2025 — Injection16High / Critical
A07:2025 — Authentication Failures4High / Critical
A03:2025 — Software Supply Chain Failures3High / Critical

Roadmap

Immediately resolve the 43 orphaned files in Knowledge Freshness, prioritizing MainActor.scala, ThreadReadModelUpdater.scala, and REDACTED, while simultaneously fixing the 4 leaked secrets in REDACTED and REDACTED. Reconcile documentation accuracy by correcting references to non-existent files and variables in AWS_SETUP.md and the Terraform README. Finally, establish a structured ADR folder to record significant design decisions and maintain the high quality of existing documentation.

Ranked by impact ÷ effort. "Helps" is the estimated gain on the 0–100 health score.

Do thisHelpsEffortDimension
Resolve the 43 Orphaned file finding(s) in Knowledge Freshness — start with MainActor.scala (2), ThreadReadModelUpdater.scala, REDACTED.+7.0 ptsMediumKnowledge Freshness
Record your significant design decisions. Write one short document per decision, giving its date, the situation, the decision and its consequences, and keep them together with your other design documents. A docs/adr folder with each file named by number and title is the easiest place to find them.+5.6 ptsMediumArchitecture documentation
Resolve the 4 Leaked secret finding(s) in Secret Scanning — start with REDACTED (2), REDACTED (2).+2.5 ptsLowSecret Scanning
Improve Documentation Quality — currently 8.0/10.+4.5 ptsMediumDocumentation Quality
Reconcile the README with reality: docs/AWS_SETUP.md documents the environment variable `DASHBOARD_NS`, but no code, script or configuration file names it; tools/terraform/README.md runs `./update-kubeconfig.sh`, but `update-kubeconfig.sh` does not exist.+2.8 ptsMediumDocumentation accuracy
Resolve the 1 Banned license finding(s) in License Compliance.+1.2 ptsLowLicense Compliance
Resolve the 1 Projects may be oversized for their cohesion finding(s) in Project Cohesion.+0.9 ptsLowProject Cohesion
Explain in the README how to run the tests. Add a section called Testing to the README in the repository's top folder, saying how to run the test suite.+1.7 ptsMediumDocumentation (README)

File quality

Per-file score 0–10 — a quality signature. Of 41 files carrying findings, judged against the Template bar: 12% slop · 22% mixed · 66% near-clean.

FileScoreBandWorst signal
REDACTED0.2SlopIaC & Container Security: High IaC: REDACTED
REDACTED1.8SlopIaC & Container Security: High IaC: REDACTED
REDACTED1.9SlopIaC & Container Security: High IaC: REDACTED
REDACTED1.9SlopIaC & Container Security: High IaC: REDACTED
REDACTED1.9SlopIaC & Container Security: High IaC: REDACTED
REDACTED2.2MixedIaC & Container Security: High IaC: REDACTED
REDACTED2.2MixedIaC & Container Security: High IaC: REDACTED
REDACTED2.3MixedStatic Analysis (SAST): High: REDACTED
REDACTED3.0MixedStatic Analysis (SAST): High: REDACTED
REDACTED4.4MixedIaC & Container Security: High IaC: REDACTED
REDACTED4.5MixedIaC & Container Security: Critical IaC: REDACTED
REDACTED5.0MixedStatic Analysis (SAST): Medium: REDACTED
REDACTED5.1MixedDependency Vulnerabilities: High CVE: REDACTED
REDACTED5.1MixedIaC & Container Security: High IaC: REDACTED
REDACTED6.3Near-cleanStatic Analysis (SAST): Medium: REDACTED
REDACTED6.3Near-cleanIaC & Container Security: Medium IaC: REDACTED
REDACTED6.3Near-cleanIaC & Container Security: Medium IaC: REDACTED
REDACTED6.9Near-cleanIaC & Container Security: Medium IaC: REDACTED
REDACTED6.9Near-cleanIaC & Container Security: Medium IaC: REDACTED
REDACTED6.9Near-cleanIaC & Container Security: Medium IaC: REDACTED

How the grades work

Every finding carries one of four grades. Three say how serious it is. The fourth says this survey could not settle it — and it is a grade, not a gap.

Critical — 34

A definite problem that already costs you something and drags the score down: a missing authorisation check, a dependency with a known exploit, a build that does not reproduce. Failure here tends to cause failures elsewhere.

Serious — 68

Likely wrong, but not failing yet. It degrades the codebase over a longer horizon and can cause failures elsewhere — not urgent this week, not something to carry for two years either.

Minor — 207

Recorded, with no effect on how the codebase functions. Present so the survey is complete, not because it needs doing.

Could not be resolved — 13

Something this survey could not settle from the outside, and which could be critical or serious. Either a control was required and no positive evidence of it exists in the repository — a backup job that nothing shows was ever restored from proves nothing about restores — or our own analysis could not run over that part of the tree. This is not a clean result. These are excluded from the score rather than awarded a pass, so the number on the cover neither rewards nor penalises them: if you act on this survey without resolving them, you carry that risk yourself. Each one is named under Limitations.

Methodology & how to trust this report

Watchdog is a deep, periodic assessment — run each sprint, monthly, or quarterly, taking the time to go wider and deeper than a quick check and surfacing in one coherent report what you'd otherwise piece together from a dozen separate tools. It scores deterministically: the same commit yields the same score, every run. 72 of 75 evaluated dimensions are computed purely by tools and static analysis (confidence 1.0); 3 documentation/naming judgement(s) are LLM-assisted and labelled advisory. Overall confidence is 0.8 — the weighted average across measured dimensions; it falls as more of the score leans on LLM-assisted judgement and rises when it's fully tool-backed.

Every figure here is one of three kinds, and we label which: ✓ Measured — a deterministic fact (LoC, complexity, coverage); ~ Modeled — an estimate from a stated model (cost, effort, value-at-risk), always a range with its assumptions, never a precise fact; ◐ Advisory — an LLM prose judgement. We never present a modelled estimate as if it were measured. Perfect or absent scores carry their provenance too (ADR-0011): ✓ Tool-verified means the property itself was measured across the surface; ○ Nothing flagged means the probes came back clean — a claim bounded by what a repository can show; ⊘ Not evidenced means a working control (a tested restore, an automated rollback) showed no positive evidence — absence of evidence is not evidence of a control, so it's excluded from the score rather than awarded a spurious 10; ◐ Sampled · advisory marks an LLM verdict over a bounded sample — advisory, never a deterministic measurement.

What we checked — 75 dimensions across the health lenses
D1D2D3D4D5D6D9D12D13D14D15D17D19D21D26D28D29D30D31D34D35D40D41D42D43AX10AX2AX3AX4AX5AX6DM1DM11DM12DM5DM6DM8DM9GD1IC1M1M2M3M4P1P2P3P4P5P6P8PF3X1X12X13X14X15X16X17X18X19X20X21X22X23X24X25X26X27X28X29X3X30X4X5

Each chip is a dimension scored from real signals across architecture, testing, dependencies, security & compliance, documentation, git-history and code quality — in one coherent pass. A surface report typically covers a handful.

How to trust any code-health report — three questions
  1. Can you open the finding? Real findings cite a repo-relative file and line you can open at the cited line — never an absolute scratch path. Here, 239 of 309 do; the remainder are repo-wide signals — a dimension-level measurement, not a single line. (Every path in this report is repo-relative by construction: paths are normalized at the producer and the report is rejected if any rooted path leaks through.)
  2. Is there a tool behind the number? Every score below names the method that produced it — Roslyn, git, a scanner, or (for a handful of documentation/naming dimensions) an LLM labelled sampled · advisory — not a narrative.
  3. Does re-running give the same result? Run it again on the same commit and the score — and this report, byte for byte — is identical. A report whose numbers move between runs is describing the run, not the code.

This report answers yes to all three. That's the bar to hold any assessment to.

Tools & methods

The actual versions used this run (captured at analysis time) — re-run on the same commit for the identical score.

MethodBacksVersionEvaluator
Roslyn static analysisComplexity, cohesion, coupling, dead code, API surface, layering5.3.0✓ deterministic
Native secret scannerHardcoded secrets / credentials1.0.0✓ deterministic
Watchdog duplication detector (in-process)Code duplication1.0.0✓ deterministic
Coverage (coverlet / dotnet-coverage)Line & branch coverage10.0.400✓ deterministic
NuGet / dotnetOutdated, vulnerable & deprecated dependencies10.0.400✓ deterministic
git / LibGit2SharpChurn hotspots, knowledge concentration, history2.43.0 · 0.31.0✓ deterministic
gitleaks · semgrep · trivy · checkovSecrets in history, SAST, CVEs, IaC & container, PII / GDPR1.86.0 · 0.69.3 · 3.2.533✓ deterministic
LLM (sampled · advisory)Documentation quality, ADR conformance, naming — sampled over a bounded sample; advisory, never a deterministic measurementLocal LLM◐ LLM · sampled · advisory

Every finding is locatable in findings.md. Run 01a160a3-3c4a-7234-afff-c5346c529978.

The exact command behind every deep-scan dimension — tool, version, invocation and retained raw output — is in Appendix B — Reproduction & audit trail.

Run transparency — what happened this run

What ran differently this time — a tool absent, degraded, or that fell back to an estimate. Named openly, not folded silently into the scores. A degraded run also records its exact cause in diagnostics.md.

  • D8 Code Coverage — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. Coverage NOT MEASURED: test source is present (.scala, .java, .kt) but the built-in coverage collector has no runner for this repository's ecosystem — so this suite was never executed by it. Not scored — this is a gap in the analyzer's language coverage, not a defect in the repo. To have real coverage read, produce a coverage report in a standard format (`addSbtPlugin("org.scoverage" % "sbt-scoverage" % "<version>")` in `project/plugins.sbt`, then `sbt clean coverage test coverageReport`, or JaCoCo XML — `mvn jacoco:report` or the Gradle `jacocoTestReport` task) and commit it — a hosted scan measures a clone of the repository, so a report that exists only in a working tree, a CI runner's or your own, never reaches it; the artefact is commonly gitignored, so `git add -f` that one file (or un-ignore its path) and commit it alongside the code it measures. You can widen what we reach: optional: produce a coverage report in a standard format (`addSbtPlugin("org.scoverage" % "sbt-scoverage" % "<version>")` in `project/plugins.sbt`, then `sbt clean coverage test coverageReport`, or JaCoCo XML — `mvn jacoco:report` or the Gradle `jacocoTestReport` task) and commit it — a hosted scan measures a clone of the repository, so a report that exists only in a working tree, a CI runner's or your own, never reaches it; the artefact is commonly gitignored, so `git add -f` that one file (or un-ignore its path) and commit it alongside the code it measures — then the real number is read on the next scan.
  • D11 Test Reliability — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. Test source is present (.scala, .java, .kt) and this repository declares an sbt build (repository root, 17 test files), but it was not re-run: the analyzer environment could not run it. Not scored — this is a gap in the analyzer's language coverage, not a finding about this repository.
  • D16 Bus Factor — not measured this run — This is a true statement about the repository that carries nothing for its owner to act on, so it is reported here rather than as a defect in their code. Single-maintainer repository — bus factor is not applicable (2 contributor(s) across 1584 commit(s) sampled, automation and bot accounts excluded). One of them holds 100% of the history; the other 1 hold 0% each on average, below the 5% at which there is somebody to hand the work to. That is a single maintainer with drive-by contributors, not a team whose knowledge has concentrated — so the bus factor is not applicable and there is nothing here for the owner to act on.
  • D22 Internal API Consistency — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. D22 identifies the intentionally-exposed surface from `IsPackable` and `.Contracts` project names, MSBuild conventions read off the loaded project set. This target exposed no such projects, so the probe never ran; this says nothing about whether the repository has a public API. This repository commits no C#/VB source at all, so there was never an MSBuild project set to read these conventions off. That is OUR side and it is an ADMISSION gap, not an environment fault: no published-package marker D22 reads admitted any project here. D22 DOES collect the public API of every language in this tree, and admits a project only when its manifest makes that ecosystem's publication act in a form the marker recognises — so what is missing is not a collector but an admission rule for the publication act this repository makes, if it makes one. The remedy is a better discriminator for that marker — not a collector, and no change to the scan image can close it. The marker's rules are measured to refuse applications, so one refused repository is the rule working as calibrated; several are the evidence that it is too strict. For npm the surface is what a published package.json's entry points (exports, main, module, types) export, followed through the source; an entry that names build output the tree does not commit (dist/, build/) is not followed back to source, because only a tsconfig outDir/rootDir pair states that mapping and a bundler's input lives in executable configuration this engine does not evaluate.
  • D27 Navigability — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. Navigability is taken over call sites whose callee resolved. For C# that population includes calls into referenced assemblies; for this language only calls declared inside the repository count, so the abstention threshold reads the repository's use of its standard library as a resolution failure. That is a limit of this analyzer, not a build problem in this repository.
  • D32 Data Compliance (PII/GDPR) — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. `common/write-api-base/src/main/resources/swagger/swagger-ui-es-bundle-core.js`, `common/write-api-base/src/main/resources/swagger/swagger-ui.js`, `java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/adaptor/aggregate/ShardedThreadAggregate.java`, `java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/adaptor/aggregate/ThreadAggregate.java`, `java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/adaptor/aggregate/ThreadPersistFactory.java`, … (+7 more) produced a parse error, so every rule in this engine's `gdpr.yml` was absent there. That absence is NOT a clean result: these rules detect personal data crossing a boundary into a log sink, a URL or browser storage, and a file that was never parsed cannot report any of the three. The rest of the tree analysed normally and its rows above stand; only these files are unaccounted for. You can widen what we reach: fix the syntax error (or exclude the file deliberately) and re-scan to cover it.
  • D41 Kernel & Syscall Confinement — measured, with a gap in what it reached — Watchdog measured this, but not all of it. What it did not reach is a gap on our side — a collector, parser or image we have not built yet — so the numbers on that dimension cover less than the repository, and the part left out is not evidence that it would have passed. Tools/charts/dynamodb-setup/templates/job.yaml:2, REDACTED:17, REDACTED:2, REDACTED:2, REDACTED:2, REDACTED:3 did not read as a pod spec (a templated manifest such as Helm's that is not YAML until rendered, or a workload whose pod spec this check does not locate), so the seccomp/AppArmor profile in force there was not judged and no row about them can appear on this card.
  • D44 Platform End-of-Life — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. This dimension reads a project's own statement about the platform it runs on: a TargetFramework in a .NET project file, a .nvmrc or .python-version, a capped requires-python, a Rust toolchain file or Cargo.toml rust-version, a .go-version, .java-version, .ruby-version, .tool-versions or .sdkmanrc, a go.mod go directive, a Maven or Gradle Java level or toolchain, a Gemfile's ruby directive, a mix.exs elixir requirement, a rebar.config minimum_otp_vsn, a pubspec.yaml SDK constraint, a REDACTED scalaVersion, or a framework major pinned by a dependency constraint. This repository carries none of them, so nothing about its platform was established. That is a gap in this analyzer's coverage, NOT a finding that the platform is supported — a language whose runtime is declared elsewhere (Package.swift, a REDACTED) is simply not read here yet.
  • AX1 Captive dependencies — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. This check reads Microsoft.Extensions.DependencyInjection registrations in C# and Spring beans in Java/Kotlin only, and this repository's container is Airframe DI and Guice and Kodein, whose lifetimes are not modelled yet, so it had nothing of this repository's product to read. That is a gap in this analyzer's language reach — not a finding that the repository is free of what this check looks for.
  • AXR1 Runtime accessibility — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. Render strategy: boot via DockerCompose (REDACTED). compose up failed (exit 18 — an image could not be pulled) — flyway Pulling dynamodb-setup Pulling dynamodb-admin Pulling localstack Pulling mysql Error Get "https://registry-1.docker.io/v2/": Forbidden dynamodb-local Error context canceled flyway Error context canceled dynamodb-setup Error context canceled localstack Error context canceled dynamodb-admin Error context canceled Error response from daemon: Get "https://registry-1.docker.io/v2/": Forbidden; the earlier `compose pull` step reported: dynamodb-setup Error Get "https://registry-1.docker.io/v2/": Forbidden localstack Error Get "https://registry-1.docker.io/v2/": Forbidden mysql Error Get "https://registry-1.docker.io/v2/": Forbidden flyway Error context canceled dynamodb-admin Error context canceled dynamodb-local Error context canceled Error response from daemon: Get "https://registry-1.docker.io/v2/": Forbidden; the runtime sandbox reaches registries only through the in-fence pull-through mirror, so an image the mirror does not carry cannot be fetched — this is a limit of our sandbox, not of your stack; runtime evidence skipped.
  • C1 Data Protection — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. These personal data controls are read from declarative annotations, request middleware, entity/column names and guard methods in a C# source model, and none was loaded on this run, so there was nothing to gather. That is a gap in this analyzer's language reach — not a finding that the repository lacks personal data controls.
  • C2 Access Controls — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. These authorization controls are read from declarative annotations, request middleware, entity/column names and guard methods in a C# source model, and none was loaded on this run, so there was nothing to gather. That is a gap in this analyzer's language reach — not a finding that the repository lacks authorization controls.
  • C3 Audit Trail — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. These audit controls are read from declarative annotations, request middleware, entity/column names and guard methods in a C# source model, and none was loaded on this run, so there was nothing to gather. That is a gap in this analyzer's language reach — not a finding that the repository lacks audit controls.
  • C4 Data Retention — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. These retention controls are read from declarative annotations, request middleware, entity/column names and guard methods in a C# source model, and none was loaded on this run, so there was nothing to gather. That is a gap in this analyzer's language reach — not a finding that the repository lacks retention controls.
  • C5 Data-Subject Rights — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. These data-subject rights controls are read from declarative annotations, request middleware, entity/column names and guard methods in a C# source model, and none was loaded on this run, so there was nothing to gather. That is a gap in this analyzer's language reach — not a finding that the repository lacks data-subject rights controls.
  • DM9 Scattered domain decisions — measured, with a gap in what it reached — Watchdog measured this, but not all of it. What it did not reach is a gap on our side — a collector, parser or image we have not built yet — so the numbers on that dimension cover less than the repository, and the part left out is not evidence that it would have passed. The frontend declares that it computes whether a construction is produced or passed, yet 57 of 134 constructions arrived without the answer. Arm two skipped them; it did not clear them.
  • S1 Web-Security Posture — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. These web-security controls are read from declarative annotations, request middleware, entity/column names and guard methods in a C# source model, and none was loaded on this run, so there was nothing to gather. That is a gap in this analyzer's language reach — not a finding that the repository lacks web-security controls.

Repo exclusion declarations (.gitattributes linguist-generated/vendored, .editorconfig generated_code): none declared — every source file was scored.

Limitations & what we did not check

Watchdog assesses the repository exactly as committed, and only the repository. By design it does not reach outside the source tree: the live cloud account, the running CI/CD pipeline, the host's branch-protection and approval rules, the production configuration, or a restore actually exercised against a backup are all out of scope. That boundary is a feature, not a gap — a repo-relative, deterministic scan re-runs identically on any commit and every finding opens at a real file and line, where a live audit can neither be reproduced nor traced. The visible consequence is that controls which leave no in-repo evidence are reported as "not evidenced" and excluded from the score rather than awarded a number a static scan cannot justify.

Per-dimension blind spots

For each dimension that was measured, what a static, repo-only scan structurally cannot see — the honest edge of the measurement, not a failure of it.

  • D1 Cyclomatic Complexity: Cyclomatic complexity counts branches statically — it cannot tell an essential decision tree from accidental tangle, nor see complexity that lives in data or configuration (large switch-case token tables, DSL lexers/parsers, data-as-code rule tables) rather than control flow: a tokenizer's many single-character cases read as high complexity though each branch is trivial.
  • D2 Cognitive Complexity: Cognitive-complexity heuristics approximate how hard code is to follow; genuine domain difficulty and well-named intent that eases reading are not captured.
  • D3 God Classes: "God class" is sized by members and responsibilities visible in the type — a deliberately broad facade over a coherent subsystem can read the same as an accidental grab-bag. For front-end JS the file-length check is cohesion-aware (a single-responsibility module — one class/IIFE — earns a 3× threshold), but cohesion is approximated from top-level declarations, not true dependency structure.
  • D4 Code Duplication: Duplication is token-similarity — an in-process token-stream comparison over sliding windows, with type-aware normalization — so it finds copy-paste, not semantic duplication expressed differently. Committed machine-written code (scaffolded migrations, designer/codegen output, protobuf/OpenAPI stubs, model snapshots) is EXCLUDED — its repetition is the tool's, not the team's — so the score reflects hand-written duplication only.
  • D5 Coupling: Coupling is measured between projects/assemblies — runtime coupling through DI, reflection, messaging or shared databases is invisible to a static reference graph.
  • D6 Cohesion (LCOM4): LCOM4 cohesion is syntactic — it infers connectivity from which methods touch which fields/methods by name, not from real runtime behaviour or intent.
  • D9 Test Distribution: The test-pyramid shape is inferred from project/folder naming and references, with a single test host bucketed per-file by its path tier and content signals — a suite that names tiers unconventionally and gives no per-file signal can still be mis-bucketed.
  • D12 Dependency Hygiene: Dependency health reads manifests and lockfiles — a vulnerability in a vendored/copied dependency, or risk from how a dependency is actually used, is outside this view.
  • D13 Secret Scanning: Secret detection is signature- and entropy-based on the current tree — a secret that does not match a known pattern, or one already rotated, will not be flagged (a clean scan is "nothing matched", not "no secrets exist").
  • D14 License Compliance: License compatibility is checked against declared package metadata and a policy — mislabelled or missing license metadata, and obligations that depend on how you distribute, are not resolved here.
  • D15 Churn × Complexity Hotspots: Churn hotspots come from git history — a freshly imported or squashed repository has no churn signal, and recent rewrites can mask a historically risky file.
  • D17 Explicit Debt: Acknowledged-debt signals (TODO/FIXME, suppressions, dead code) are textual — undocumented debt that nobody marked, and debt that lives in design rather than annotations, is invisible. Committed machine-written code (scaffolded migrations, designer/codegen output, generated stubs) is excluded — it is never the team's dead code to delete.
  • D19 Documentation Quality: Documentation quality is judged by an LLM over a bounded sample of docs — it reads what is written, not whether the docs match the running system, and it is advisory, not a measurement. Its critique rows are drawn from a closed category vocabulary and each row means the same thing in every run, so two scans can be compared row by row; the SET that fires is still a sample, and does not repeat exactly. Measured on one frozen input, six scans at one engine SHA: 2-5 critique rows per scan, 8 distinct rows across the six, 3 of those 8 seen in only one scan. So a D19 row is evidence about the documentation, but a COUNT of D19 rows is not a quantity — never read a change in it as an improvement or a regression.
  • D21 Naming Consistency: Naming quality is an LLM judgement over a bounded sample — it assesses clarity/consistency of the names it sees, not domain-correctness, and is advisory.
  • D26 Project Cohesion: Project focus is sized from members/namespaces per project — a project that is broad by deliberate design reads the same as one that has sprawled.
  • D28 Secrets (history): Secret-history scanning sweeps the git log for known patterns — a secret that predates the available history, or never matched a signature, is not found (clean means "nothing matched in the history we can see").
  • D29 Static Analysis (SAST): SAST findings are pattern-based (semgrep) — it finds classes of bug it has rules for; logic flaws, auth/authorization gaps and issues needing runtime context are out of reach (and clean means "no rule matched").
  • D30 Dependency Vulnerabilities: CVE matching depends on accurate package/version metadata and on the advisory databases — a vulnerability with no published advisory, or in code not declared as a dependency, is not seen. Coverage needs a RESOLVED graph: an unpinned requirements.txt, or a pom without a resolved build, yields partial coverage rather than a clean verdict. An ecosystem the analyzer cannot scan is reported as unmeasured, never as clean.
  • D31 IaC & Container Security: IaC scanning checks Dockerfiles/Terraform/Kubernetes against best-practice rules — it cannot see the live cloud account, runtime configuration, or drift between the committed config and what is actually deployed.
  • D34 Knowledge Freshness: Freshness is decayed commit RECENCY, not comprehension — code read often but rarely committed reads as orphaned, and stable code that genuinely needs no changes is penalised the same as forgotten code; bot/squash commits distort it like the bus factor.
  • D35 Change Coupling: Change coupling is co-change in COMMITS — files split across separate commits, or coupled only through a shared config/build step, read as uncoupled, and a sweeping commit (rename/format) is excluded so it doesn't couple everything. It shows that files change together, not WHY: a high coupling can be a healthy cohesive pair as readily as a hidden leak.
  • D40 Network Egress Confinement: Egress confinement is read from committed Kubernetes manifests — a policy applied out-of-band (cluster-default deny, a service mesh, or a cloud firewall/security group off-repo) is invisible, and a present NetworkPolicy is declared config, not proof the cluster admission-controller actually enforces it at runtime.
  • D41 Kernel & Syscall Confinement: Syscall/MAC confinement is read from committed manifests — a profile applied by a cluster-wide PodSecurity default or a mutating webhook off-repo isn't seen, and a declared seccomp/AppArmor profile is config presence, not proof the node's kernel actually loaded and enforced it.
  • D42 Runtime Threat Enforcement: Runtime enforcement is read from committed policy files — a Tetragon/Falco/Kyverno stack installed cluster-wide (Helm release, platform add-on) with no in-repo trace can't be credited, and a committed policy is declared intent, not proof the engine is running and blocking in the live cluster.
  • D43 Malicious Dependencies: Only packages some vulnerability database has already NAMED as malicious are seen — a compromise published in the last hours, or never reported at all, is invisible here, and this dimension reading 10 is not evidence that a dependency is trustworthy. There is no typosquat or dependency-confusion analysis: a package nobody has reported is simply absent from the feeds. Coverage is the dependency scan's: an ecosystem that could not be scanned is disclosed as unmeasured, never as clean.
  • AX10 Code composition: Role is inferred from namespace/folder convention, not semantics — a domain concept living in a folder named "Services" reads as application, and the split is lines-of-code, not business value. The business-logic-share score is a SOFT, FLOORED signal: it contributes to the Architecture lens but is floored at the Critical gate, so an infrastructure-heavy design (a gateway, an ETL, a driver) is legitimately low without being nuked to zero.
  • DM6 Domain ↔ infrastructure boundary: Infrastructure reached through a hand-rolled wrapper, a domain-named facade, reflection, or a string-keyed service locator resolves to a non-infra type and isn't seen; the body scan is symbol resolution over syntax, not full dataflow. A clean result means "no resolved infra reference in a domain body", not a proof of purity.
  • M4 Documentation accuracy: Onboarding quality is an LLM read of the docs/setup present — it cannot run the onboarding or measure how long a real new joiner takes; the verdict is sampled and advisory.
  • P4 Deployment & Rollback: Approval/branch-protection rules live in repository settings the scan cannot see — only their in-repo evidence (config files, workflows) is checked, so a control enforced purely in the host's settings reads as "not evidenced".
  • P5 DR & Backup: Backup/restore and disaster-recovery readiness is judged from in-repo evidence — a config that exists is not a tested restore, so the absence of positive evidence is reported as "not evidenced", never scored as present.
  • P6 Release Hygiene: Rollback/observability controls are inferred from repo artefacts (pipelines, dashboards-as-code) — controls configured in external tooling, with no in-repo trace, cannot be credited.

The LLM boundary

LLM-set scores this run (3): D19, D21, M4 (model: Local LLM). For these, a model reads a bounded sample and sets the numeric score; each names its own sample and method on its card. They are sampled and advisory by design: they vary at the margins between runs and are never a deterministic measurement. Every other score in this report is tool-computed at confidence 1.0.

Dimensions

D1 · Cyclomatic Complexity10.0 / 10Exemplary✓ Tool-verified

What it measures: How tangled the control flow is — methods with many branches are hard to test and change.

Method: Cyclomatic complexity per method (1 + decision points), computed exhaustively across production source; test projects separated by convention. Deterministic.

Maturity: Documented → Verified → Prevented · effective 10.0 / 10 · rule-coverage 100% · ceiling Prevented

0 method(s) exceeded the cyclomatic complexity threshold of 15.

✓ On the Gold path — maintain.

Detailed fixes: d1_recommendation.md.

D2 · Cognitive Complexity10.0 / 10Exemplary✓ Tool-verified

What it measures: How hard the code is for a person to follow, beyond raw branching.

Method: Cognitive complexity per method (Sonar-style nesting-penalized score), computed exhaustively over production code, excluding test projects. Deterministic.

Maturity: Documented → Verified → Prevented · effective 10.0 / 10 · rule-coverage 100% · ceiling Prevented

0 method(s) exceeded the cognitive complexity threshold of 15.

✓ On the Gold path — maintain.

Detailed fixes: d2_recommendation.md.

D3 · God Classes10.0 / 10Exemplary✓ Tool-verified

What it measures: Over-large classes that try to do too much ("god classes").

Method: God-class detection by line and method-count thresholds per logical type (partial classes unified), filtered for generated code and registration/contract false positives. Deterministic.

Maturity: Documented → Verified → Prevented · effective 10.0 / 10 · rule-coverage 100% · ceiling Prevented

0 god class(es) detected.

✓ On the Gold path — maintain.

Detailed fixes: d3_recommendation.md.

D4 · Code Duplication9.5 / 10Stronggated by 11 serious findings✓ Tool-verified

What it measures: Copy-pasted code that should be shared instead.

Method: Code duplication via token-stream sliding windows with type-aware normalization (locals masked, type names preserved), density-scored per KLoC of production code. Deterministic.

Maturity: Documented → Verified → Prevented · effective 9.5 / 10 · rule-coverage 100% · ceiling Verified

11 duplicated block group(s) detected.

Duplicated block (14 lines × 2) · ×2scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/AccountId.scala:21
Duplicated block (19 lines × 2)common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/adaptor/http/SwaggerDocService.scala:44
Duplicated block (17 lines × 2)scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/MainActor.scala:69
Duplicated block (15 lines × 2)scala/infrastructure-scala/src/main/scala/com/github/j5ik2o/adceet/infrastructure/aws/AmazonCloudWatchUtil.scala:59
Duplicated block (5 lines × 2)scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/DISettings.scala:27

+ 5 more group(s) — more in Appendix A; the complete list is findings.md.

What to do

  1. Resolve the 2 Duplicated block (14 lines × 2) finding(s) in Code Duplication — start with AccountId.scala, ThreadId.scala. — One of this dimension's main actionable groups (2 warning-level).
  2. Resolve the 1 Duplicated block (19 lines × 2) finding(s) in Code Duplication — start with SwaggerDocService.scala. — One of this dimension's main actionable groups (1 warning-level).
  3. Resolve the 1 Duplicated block (17 lines × 2) finding(s) in Code Duplication — start with MainActor.scala. — One of this dimension's main actionable groups (1 warning-level).
  4. Enforce Code Duplication in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Verified — provenance only; does not change the score.

Detailed fixes: d4_recommendation.md · top locations in Appendix A, every location in findings.md.

D5 · Coupling10.0 / 10Exemplary✓ Tool-verified

What it measures: Whether volatile projects sit underneath others that depend on them (so their churn ripples upward), and whether project dependencies form cycles. A widely-depended-on but stable shared/kernel project is healthy, not penalised.

Method: Dependency cycles via elementary-DFS over real .csproj references, plus Martin instability (afferent/efferent) per project. Exhaustive over the reference graph, deterministic.

Coverage: Exhaustive · type-level: afferent/efferent coupling + cycles computed over every production type — the population is all types, not a name convention.

Maturity: Documented → Verified → Prevented · effective 10.0 / 10 · rule-coverage 100% · ceiling Prevented

13 production modules (sbt), 0 dependency cycle(s), 0 unstable depended-on module(s). Read from the build's own module declarations; a dependsOn spread (deps: _*) and a project whose directory a helper computes are not visible there; 0 module(s) off the main sequence, with abstractness counted on 10 of the 13 (the rest declare no modelled class or interface, export only macros, declare types in source no model reads, or have no source directory of their own).

✓ On the Gold path — maintain.

Detailed fixes: d5_recommendation.md.

D6 · Cohesion (LCOM4)9.1 / 10Stronggated by 1 serious finding✓ Tool-verified

What it measures: Whether a class's methods are focused on a single responsibility.

Method: LCOM4 cohesion per production class with at least two methods: connected components of methods sharing state or calls, computed syntactically. Deterministic, not a proxy.

Coverage: Exhaustive · type-level: LCOM4 cohesion computed over every production class — the population is all types, not a name convention.

Maturity: Documented → Verified → Prevented · effective 9.1 / 10 · rule-coverage 100% · ceiling Verified

1 of 13 classes have LCOM4 above 3.

Low cohesion: SnapshotPluginMetricReporter (LCOM4 8)common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/snapshot/SnapshotPluginMetricReporter.scala:11

What to do

  1. Resolve the 1 Low cohesion finding(s) in Cohesion (LCOM4) — start with SnapshotPluginMetricReporter.scala. — One of this dimension's main actionable groups (1 warning-level).
  2. Enforce Cohesion (LCOM4) in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Verified — provenance only; does not change the score.

Detailed fixes: d6_recommendation.md · top locations in Appendix A, every location in findings.md.

D9 · Test Distribution10.0 / 10Exemplary✓ Tool-verified

What it measures: Whether the test suite has a healthy mix of unit / integration / end-to-end tests.

Method: Test projects classified (Unit/Integration/BDD/E2E) from compiled metadata; test methods counted exhaustively across projects with placement-agnostic disk fallback. Deterministic.

Maturity: Documented → Verified → Prevented · effective 10.0 / 10 · rule-coverage 100% · ceiling Documented

28 test methods: 28 unit, 0 integration, 0 BDD, 0 e2e. The Scala suite contributes 25 test case(s) across 11 file(s) in a test source set declaring at least one — every `test("…")`, `it("…")`, `property("…")` and `"…" in {…}` registration and every JUnit `@Test`, which is how munit, ScalaTest, utest, ZIO Test and specs2 declare a case; a case registered under a computed name is not counted, so this is a floor. Its tier split is INFERRED from paths and file names, except sbt's src/it source set, which the build declares.

✓ On the Gold path — maintain.

Detailed fixes: d9_recommendation.md.

D12 · Dependency Hygiene8.0 / 10Strong✓ Tool-verified

What it measures: Whether dependencies are current, secure, and not bloated.

Method: Manifest scan via dotnet list package across all projects; worst-signal-per-package deduction (saturating for vulnerabilities, capped-linear for deprecation/outdated) per KLoC. Exhaustive, deterministic.

Maturity: Documented → Verified → Prevented · effective 8.0 / 10 · rule-coverage 100% · ceiling Verified

61 outdated direct sbt declarations. An sbt declaration names an EXACT version, so the remedy is an edit to the build file — there is no lockfile refresh that would move it. Test-, Provided- and it-scoped declarations are excluded, because a consumer of this project never receives them. A version held in a Scala val is read only when the val is one string literal: sbt is a program rather than a manifest, and evaluating a computed version would invent the measurement rather than take it. Whether any artifact is DEPRECATED or ABANDONED is not graded and cannot be — Maven Central publishes no such marker, and release age does not stand in for one: the most widely depended-upon libraries are routinely the stalest, being finished rather than abandoned. Known CVEs in this dependency graph are D30's question.

Outdated: ch.megard:akka-http-cors_2.13 · ×61

What to do

  1. Enforce Dependency Hygiene in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Verified — provenance only; does not change the score.

Detailed fixes: d12_recommendation.md · top locations in Appendix A, every location in findings.md.

D13 · Secret Scanning0.0 / 10Critical✓ Tool-verified

What it measures: Whether any secrets (keys, tokens, passwords) have leaked into the code.

Method: In-process native secret scanner (entropy plus signature patterns) across all tracked files; no external tool. A clean result is a measured 10, not no-data zero. Deterministic.

Maturity: Documented → Verified → Prevented · effective 0.0 / 10 · rule-coverage 100% · ceiling Prevented

4 secret(s) detected.

REDACTED

What to do

  1. Resolve the 4 Leaked secret finding(s) in Secret Scanning — start with REDACTED (2), REDACTED (2). — One of this dimension's main actionable groups (4 issue-level).
  2. Enforce Secret Scanning in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Prevented — provenance only; does not change the score.

Detailed fixes: d13_recommendation.md · top locations in Appendix A, every location in findings.md.

D14 · License Compliance8.0 / 10Adequategated by 1 critical finding✓ Tool-verified

What it measures: Whether the licenses of third-party packages are compatible with your policy.

Method: Third-party package licenses resolved from declared package metadata and checked against the configured policy (allow/deny/copyleft). Deterministic; clean = no incompatible license found at metadata depth.

Maturity: Documented → Verified → Prevented · effective 8.0 / 10 · rule-coverage 100% · ceiling Verified

1 of 71 declared sbt dependency artifact(s) use a banned license. Licences were resolved from the POMs Maven Central publishes, over the production coordinates this repository's 9 sbt build file(s) (REDACTED and project/*.scala) declare with a literal version, directly or through a string-literal val — `%%` resolved to the Scala binary suffix Central publishes under, test-scoped declarations excluded — the same declaration-site closure this analysis reads for dependency currency. sbt has no lockfile a checkout carries, so this is deliberately NOT the transitive closure. 4 further production coordinate(s) are declared with a version the build computes rather than writes as a literal — sbt is a program, and this pass does not run it — and are NOT graded: this verdict covers what the build pins literally or through a string-literal val, not the full graph.

Banned license: mysql:mysql-connector-java

What to do

  1. Resolve the 1 Banned license finding(s) in License Compliance. — One of this dimension's main actionable groups (1 issue-level).
  2. Enforce License Compliance in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Verified — provenance only; does not change the score.

Detailed fixes: d14_recommendation.md · top locations in Appendix A, every location in findings.md.

D15 · Churn × Complexity Hotspots10.0 / 10Exemplary✓ Tool-verified

What it measures: Files that change often and are also complex — the riskiest hotspots.

Method: Per production file churn times cyclomatic complexity over a rolling window, computed from git and Roslyn/JS/Razor analysis. Exhaustive, deterministic per commit date.

Maturity: Documented → Verified → Prevented · effective 10.0 / 10 · rule-coverage 100% · ceiling Documented

No churn × complexity hotspots in the window.

✓ On the Gold path — maintain.

Detailed fixes: d15_recommendation.md.

D17 · Explicit Debt10.0 / 10Stronggated by 1 serious finding✓ Tool-verified

What it measures: Acknowledged debt left in the code — TODOs, dead code, suppressed warnings.

Method: Roslyn syntactic debt markers (suppressions/TODO/FIXME/HACK/empty-catch/commented-code/Obsolete) plus SymbolFinder dead-code analysis; weighted-debt-per-KLoC density deducted 2.0x per unit. Deterministic, exhaustive.

Maturity: Documented → Verified → Prevented · effective 10.0 / 10 · rule-coverage 100% · ceiling Prevented

1 deducted task-comment markers across 9404 LoC (0.0/KLoC) → score 10.0. Task comments only: this repository's language is read without a compiler, so D17's suppression, dead-code and commented-out-code arms did not run and this score counts fewer marker kinds than a .NET repository's would.

FixmeCommentkotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/MainActor.kt:79

What to do

  1. Resolve the 1 FixmeComment finding(s) in Explicit Debt — start with MainActor.kt. — One of this dimension's main actionable groups (1 warning-level).
  2. Enforce Explicit Debt in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Prevented — provenance only; does not change the score.

Detailed fixes: d17_recommendation.md · top locations in Appendix A, every location in findings.md.

D19 · Documentation QualityStrong◐ Sampled · advisory

What it measures: Whether the project's documentation is clear, complete, and useful.

Method: Judged by language model at low temperature (0.0-0.1) on a deterministic doc sample (READMEs plus first 25 architecture docs), with two-pass stability filtering. Advisory, sampled.

Maturity: Documented → Verified → Prevented · effective Strong / 10 · rule-coverage 100% · ceiling Documented

The repository's root README is a high-quality overview of CQRS+ES with concepts, status, updates, and an architecture section that links to detailed project layout, main framework/library, Scala/Kotlin/FP libraries, and tools/installation docs. The common/READMEs are focused subdirectories (infrastructure-scala, write-api-base) rather than the root, so they do not carry the root-level overview, installation, or contribution guidance. All visible documents are well-structured with headings; none is unstructured. The repository's READMEs are well written and complete: the single root README gives an overview of what the project is for, installation, usage, contribution guidance, and licence. The two dedicated deployment/ops documents (DEPLOY_TO_MINIKUBE.md and TOOLS_INSTALLATION.md) each cover their scope thoroughly with install/build steps, configuration-edit examples, commands to run, and a note on best practices; they are well structured and the outline is visible past the clip marker.

What to do

  1. Improve Documentation Quality — currently 8.0/10. — The repository's root README is a high-quality overview of CQRS+ES with concepts, status, updates, and an architecture section that links to detailed project layout, main framework/library, Scala/Kotlin/FP libraries, and tools/installation docs. The common/READMEs are focused subdirectories (infrastructure-scala, write-api-base) rather than the root, so they do not carry the root-level overview, installation, or contribution guidance. All visible documents are well-structured with headings; none is unstructured. The repository's READMEs are well written and complete: the single root README gives an overview of what the project is for, installation, usage, contribution guidance, and licence. The two dedicated deployment/ops documents (DEPLOY_TO_MINIKUBE.md and TOOLS_INSTALLATION.md) each cover their scope thoroughly with install/build steps, configuration-edit examples, commands to run, and a note on best practices; they are well structured and the outline is visible past the clip marker.

Detailed fixes: d19_recommendation.md.

D21 · Naming ConsistencyExemplary◐ Sampled · advisory

What it measures: Whether names — types, methods, variables — are clear and consistent.

Method: Judged by language model at low temperature (0.0-0.1) on a deterministic random symbol sample (fixed size, not exhaustive), with disclosed confidence band. Advisory, sampled.

Maturity: Documented → Verified → Prevented · effective Exemplary / 10 · rule-coverage 100% · ceiling Verified

0 naming inconsistencies across 0 sampled symbols.

✓ On the Gold path — maintain.

Detailed fixes: d21_recommendation.md.

D26 · Project Cohesion0.0 / 10Critical✓ Tool-verified

What it measures: Whether each project is a focused, coherent unit rather than an oversized grab-bag.

Method: Project size overshoot penalties (LoC / public-type count / namespace count, 2-of-3 flag) weighted by log magnitude. Exhaustive across projects, deterministic, LLM-independent.

Maturity: Documented → Verified → Prevented · effective 0.0 / 10 · rule-coverage 100% · ceiling Documented

1 of 1 build units (sbt) flagged as possibly oversized/incoherent.

Projects may be oversized for their cohesion

What to do

  1. Resolve the 1 Projects may be oversized for their cohesion finding(s) in Project Cohesion. — One of this dimension's main actionable groups (1 recommendation-level).

Detailed fixes: d26_recommendation.md · top locations in Appendix A, every location in findings.md.

D28 · Secrets (history)10.0 / 10Exemplary○ Nothing flagged

What it measures: Whether any secrets were ever committed — scanned across the full git history, not just now.

Method: Secret scan via TWO gitleaks detect passes in an isolated checkout — the full git history, then a second --no-git pass over the working tree as it stands — merged and de-duplicated by (rule, file, line); each match flagged High. Both invocations are recorded in the audit trail. Exhaustive; when the tool is absent, or when its output cannot be parsed into the expected shape, the dimension is WITHHELD as an explicit measurement gap on our side — unscored and excluded from the lens, never a hedged middling score.

Maturity: Documented → Verified → Prevented · effective 10.0 / 10 · rule-coverage 100% · ceiling Documented

gitleaks scanned the full history AND the current working tree and found no secrets.

✓ On the Gold path — maintain.

Detailed fixes: d28_recommendation.md.

D29 · Static Analysis (SAST)3.6 / 10Weak✓ Tool-verified

What it measures: Real static-analysis (SAST) findings — likely security bugs in the code, any language.

Method: Polyglot static analysis via semgrep across the repo using the pinned, image-baked p/security-audit + p/owasp-top-ten rulesets (no scan-time registry fetch); severity rules (ERROR/WARNING/INFO) map to a full-band severity-weighted score. Exhaustive, deterministic; degrades on parse failure.

Coverage: semgrep pattern rules over all files — exhaustive for the rule set, blind to classes of bug without a rule (clean = no rule matched).

Maturity: Documented → Verified → Prevented · effective 3.6 / 10 · rule-coverage 100% · ceiling Documented

16 finding(s): 0 critical, 13 high, 3 medium, 0 low. 8 unpinned-GitHub-Actions row(s) are reported here but scored by D36 (supply-chain provenance), which measures that posture as `pinned_actions` — one pinning decision is charged once, not once per lens. semgrep hit a parse error in 43 file(s) — `common/write-api-base/src/main/resources/swagger/swagger-ui-es-bundle-core.js`, `common/write-api-base/src/main/resources/swagger/swagger-ui-standalone-preset.js`, `common/write-api-base/src/main/resources/swagger/swagger-ui.js`, `java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/adaptor/aggregate/ShardedThreadAggregate.java` (line 50, line 55), `java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/adaptor/aggregate/ThreadAggregate.java` (line 66, line 134, line 135), … (+38 more) — so no absence of findings in the named regions is evidence of anything; rows reported elsewhere in those files are real. Fix the syntax error (or exclude the file deliberately) and re-scan to cover them.

REDACTED
REDACTED
REDACTED
REDACTED
REDACTED

+ 2 more group(s) — more in Appendix A; the complete list is findings.md.

What to do

  1. Resolve the 2 REDACTED finding(s) in Static Analysis (SAST) — start with REDACTED, REDACTED. — One of this dimension's main actionable groups (2 issue-level).
  2. Resolve the 1 REDACTED finding(s) in Static Analysis (SAST) — start with REDACTED. — One of this dimension's main actionable groups (1 issue-level).
  3. No action in Static Analysis (SAST) — all 8 REDACTED finding(s) are reported here at file:line but scored by D36 (supply-chain provenance), so none is charged to this dimension. — One of this dimension's main actionable groups (8 issue-level, 0 of them charged here).

Detailed fixes: d29_recommendation.md · top locations in Appendix A, every location in findings.md.

D30 · Dependency Vulnerabilities8.6 / 10Adequategated by 2 critical findings✓ Tool-verified

What it measures: Whether any dependency has a known published vulnerability (CVE), direct or transitive, in ANY ecosystem the repository declares — Dart pub, Elixir and Erlang via Hex, Go modules, Java and Kotlin via Maven/Gradle, JavaScript/npm, .NET/NuGet, PHP/Composer, Python/PyPI, RubyGems, Rust/Cargo and Swift.

Method: Dependency-CVE scan across every ecosystem the repository declares, scored ONCE. Three sources are unioned and deduplicated by advisory identity (rule id + alias closure, CVE<->GHSA) scoped to package+version, keeping the worst severity: `osv-scanner --recursive` over osv.dev for Dart pub, Elixir/Hex (and Erlang, whose `rebar.lock` syft first converts to a CycloneDX SBOM the scanner reads, with rows attributed back to the lock), Go, Java and Kotlin via Maven/Gradle (and Scala, whose sbt build's pinned direct declarations are written into a CycloneDX SBOM the scanner reads, with rows attributed back to the build file), npm, PHP/Composer, Python/PyPI, RubyGems, Rust/Cargo and Swift; `trivy fs --scanners vuln` for npm lockfiles; and `dotnet list package --vulnerable --include-transitive` for NuGet (with per-advisory collapse of the project x target-framework fan-out), plus a DECLARED-dependency arm that resolves a published gem's gemspec against rubygems.org where no Gemfile.lock is committed. `SeverityScore(c,h,m,l, normalizer 8.0)`. NotApplicable only when NO ecosystem is readable; if any applicable ecosystem could not be scanned the findings are REPORTED and the score is withheld. Supersedes the npm and OSV arms, retired 2026-09-05.

Maturity: Documented → Verified → Prevented · effective 8.6 / 10 · rule-coverage 100% · ceiling Documented

3 finding(s): 0 critical, 2 high, 1 medium, 0 low.

REDACTED
REDACTED

What to do

  1. Resolve the 2 High CVE finding(s) in Dependency Vulnerabilities — start with REDACTED, REDACTED. — One of this dimension's main actionable groups (2 issue-level).
  2. Resolve the 1 Medium CVE finding(s) in Dependency Vulnerabilities — start with REDACTED. — One of this dimension's main actionable groups (1 warning-level).

Detailed fixes: d30_recommendation.md · top locations in Appendix A, every location in findings.md.

D31 · IaC & Container Security0.0 / 10Critical✓ Tool-verified

What it measures: Whether Dockerfiles / Terraform / Kubernetes config follow security best practices.

Method: IaC/container misconfiguration scan via trivy config (REDACTED/Terraform/K8s/Helm/CloudFormation); severity rules to 0-10 moderate normalizer. NotApplicable without manifests. Exhaustive, deterministic.

Maturity: Documented → Verified → Prevented · effective 0.0 / 10 · rule-coverage 100% · ceiling Documented

109 finding(s): 2 critical, 11 high, 49 medium, 47 low.

REDACTED
REDACTED
REDACTED
REDACTED

What to do

  1. Resolve the 49 Medium IaC finding(s) in IaC & Container Security — start with REDACTED (18), REDACTED (9), REDACTED (8). — One of this dimension's main actionable groups (49 warning-level).
  2. Resolve the 11 High IaC finding(s) in IaC & Container Security — start with REDACTED (5), REDACTED (2), REDACTED (2). — One of this dimension's main actionable groups (11 issue-level).
  3. Resolve the 2 Critical IaC finding(s) in IaC & Container Security — start with REDACTED (2). — One of this dimension's main actionable groups (2 issue-level).

Detailed fixes: d31_recommendation.md · top locations in Appendix A, every location in findings.md.

D34 · Knowledge Freshness0.0 / 10Critical✓ Tool-verified

What it measures: Whether anyone still has living knowledge of each file, or it has been orphaned — last understood long ago by someone now gone quiet. The sibling of the bus factor: D16 asks who owns it, D34 asks whether anyone still knows it.

Method: File orphaning as total living-knowledge decay below one focused-commit's worth within a year, computed per-file from the D16 decay model. Exhaustive, deterministic over fixed history.

Maturity: Documented → Verified → Prevented · effective 0.0 / 10 · rule-coverage 100% · ceiling Documented

43 of 43 significant source file(s) are orphaned — their living knowledge has decayed to nothing, so no one currently understands them. The largest is scala/read-model-updater-scala/src/main/scala/com/github/j5ik2o/adceet/api/rmu/ThreadReadModelUpdater.scala. Counted over 43 of the 221 production source files in this repository: the rest are under the ~2,400-byte size floor this dimension measures over.

Orphaned file · ×43scala/read-model-updater-scala/src/main/scala/com/github/j5ik2o/adceet/api/rmu/ThreadReadModelUpdater.scala:1
Dormant codebase

What to do

  1. Resolve the 43 Orphaned file finding(s) in Knowledge Freshness — start with MainActor.scala (2), ThreadReadModelUpdater.scala, REDACTED. — One of this dimension's main actionable groups (43 recommendation-level).
  2. Resolve the 1 Dormant codebase finding(s) in Knowledge Freshness. — One of this dimension's main actionable groups (1 recommendation-level).

Detailed fixes: d34_recommendation.md · top locations in Appendix A, every location in findings.md.

D35 · Change Coupling10.0 / 10Exemplary✓ Tool-verified

What it measures: Whether files that change together actually belong together — pairs that repeatedly co-change in git history despite having no explicit code dependency, surfacing the hidden/logical coupling (and boundaries in the wrong place) a static scan can't see.

Method: Pairwise co-occurrence over the per-commit file sets in git history (production source only — tests and generated dropped): Degree-of-Coupling = shared ÷ min individual revisions, reported above noise floors (each file ≥10 revisions, ≥5 shared commits, ≥50% strength); sweeping commits excluded. Deterministic over fixed history.

Coverage: Population: PRODUCTION source files only — test and generated files are dropped before pairing, so a class co-changing with its own test (trivially ~100%) can't drown the real production↔production coupling. Pairs ranked by Degree-of-Coupling. A non-source file is never a coupling PARTICIPANT either: documentation, schemas, config and data files are dropped with the rest, so a code↔docs pair — a command and the reference page that restates it — is not reported however strongly the two co-change; nor is coupling that runs THROUGH a build step or config file.

Maturity: Documented → Verified → Prevented · effective 10.0 / 10 · rule-coverage 100% · ceiling Documented

No strong hidden change-coupling between production files.

✓ On the Gold path — maintain.

Detailed fixes: d35_recommendation.md.

D40 · Network Egress Confinement6.0 / 10Adequate✓ Tool-verified

What it measures: Whether Kubernetes workloads restrict network EGRESS with a NetworkPolicy (or Cilium policy), limiting where a compromised pod can send data or reach a command-and-control server. Presence of committed egress-restricting policy, not runtime enforcement.

Method: Deterministic YAML-manifest inspection (no external tool, no Roslyn — language-agnostic): Kubernetes workloads gate applicability; credits a NetworkPolicy / Cilium policy that restricts egress (policyTypes: [Egress] / egress rules). Reward-leaning (neutral floor climbing to 10, never a deduction — baseline misconfigs stay with D31). Deterministic.

Maturity: Documented → Verified → Prevented · effective 6.0 / 10 · rule-coverage 100% · ceiling Documented

0/2 network-egress controls present (network policy, egress restriction).

No network policy

What to do

  1. Resolve the 1 No network policy finding(s) in Network Egress Confinement. — One of this dimension's main actionable groups (1 recommendation-level).

Detailed fixes: d40_recommendation.md · top locations in Appendix A, every location in findings.md.

D41 · Kernel & Syscall Confinement6.0 / 10Adequate✓ Tool-verified

What it measures: Whether Kubernetes workloads confine the kernel boundary — a seccomp profile (RuntimeDefault/Localhost) plus an AppArmor/SELinux mandatory-access-control layer — shrinking the syscall attack surface a container escape would use. Presence of committed confinement config, not runtime enforcement.

Method: Deterministic YAML-manifest inspection (no external tool, no Roslyn): on Kubernetes workloads, credits a seccomp profile (RuntimeDefault/Localhost) and an AppArmor/SELinux MAC layer. Reward-leaning (neutral floor climbing to 10); NotApplicable without workloads. Deterministic.

Maturity: Documented → Verified → Prevented · effective 6.0 / 10 · rule-coverage 100% · ceiling Documented

No workload manifest could be read as a pod spec, so no confinement was judged.

What to do

  1. Improve Kernel & Syscall Confinement — currently 6.0/10. — No workload manifest could be read as a pod spec, so no confinement was judged.

Detailed fixes: d41_recommendation.md.

D42 · Runtime Threat Enforcement6.0 / 10Adequate✓ Tool-verified

What it measures: Whether the Kubernetes deployment wires runtime threat enforcement — a detection engine (Tetragon/Falco) and/or an admission-control policy gate (Kyverno / OPA Gatekeeper / PodSecurity). Presence of committed policy, not a runtime guarantee.

Method: Deterministic YAML-manifest inspection (no external tool, no Roslyn): on Kubernetes workloads, credits a runtime threat-detection engine (Tetragon TracingPolicy / Falco) and an admission-control policy (Kyverno / OPA Gatekeeper / PodSecurity). Reward-leaning; NotApplicable without workloads. Deterministic.

Maturity: Documented → Verified → Prevented · effective 6.0 / 10 · rule-coverage 100% · ceiling Documented

0/2 runtime-enforcement controls present (threat detection, admission control).

No runtime threat detection
No admission-control policy

What to do

  1. Resolve the 1 No runtime threat detection finding(s) in Runtime Threat Enforcement. — One of this dimension's main actionable groups (1 recommendation-level).
  2. Resolve the 1 No admission-control policy finding(s) in Runtime Threat Enforcement. — One of this dimension's main actionable groups (1 recommendation-level).

Detailed fixes: d42_recommendation.md · top locations in Appendix A, every location in findings.md.

D43 · Malicious Dependencies10.0 / 10Exemplary✓ Tool-verified

What it measures: Whether any dependency the repository declares is published as MALICIOUS rather than merely vulnerable — a package that is an attacker's work, in any ecosystem osv-scanner reads. Scored apart from D30 because the answer is binary: there is no safe version to upgrade to, and the fix is to remove the package and rotate every credential it could have read.

Method: The same dependency scan D30 reads, partitioned on the scanner's own classification rather than rescanned: a row is MALICIOUS when its id is in the `MAL-` space (the ossf/malicious-packages feed) OR its `database_specific.cwe_ids` carries `CWE-506` ("Embedded Malicious Code"). Both channels are structural; the summary text is deliberately NOT read, because a malicious-package record whose summary says only "Critical severity vulnerability" is a real shape ([GHSA redacted]) and a text matcher misses it. Scored BINARY: any surviving row is 0, whatever its severity and however many CVEs sit beside it — a hostile dependency is not a quantity. Applicability and degradation are D30's: NotApplicable only when no ecosystem is readable, and an unscannable ecosystem degrades rather than reading clean. SCORED, not informational.

Maturity: Documented → Verified → Prevented · effective 10.0 / 10 · rule-coverage 100% · ceiling Documented

No dependency in any ecosystem this repository declares is published as malicious.

✓ On the Gold path — maintain.

Detailed fixes: d43_recommendation.md.

Frontend & cross-cutting dimensions

R = React/JS · M = Maturity · P = Readiness.

AX10 · Code composition4.0 / 10Weak✓ Tool-verified

Other · Architecture — How the codebase splits by code ROLE — domain, application, infrastructure, test, generated. The significance map behind the knowledge/coupling weighting, and a DDD signal in its own right: a thin domain core under fat infrastructure is the anemic-domain smell, quantified. How each file's role is decided, because the split is only as good as that: a generated name or a build-output tree makes it Generated, a test project makes it Test, and otherwise the file's NAMESPACE and PATH words are matched against fixed vocabularies in a fixed ORDER — domain, then infrastructure, then application — so a file whose words hit two layers is counted under the earlier one. A production file matching none of them counts as application, so that share reads 'application or unclassified' rather than a measured application layer. Roles come from naming convention, never from what the code does. On this repository the split was taken from the source tree on disk rather than from a loaded .NET workspace, so a file's role is decided by its PATH segments alone — no declared namespace was available to add to the evidence — and generated output is excluded from the census entirely rather than counted as a generated share.

Method: Roslyn line-count by code ROLE: every source file classified Domain/Application/Infrastructure/Test/Generated by namespace + path convention (the shared CodeRoleClassifier), then significant lines summed per role. Deterministic; the advisory score is the business-logic (domain+application) share of production code.

Coverage: Population: ALL source files, each bucketed into ONE of five roles (Domain/Application/Infrastructure/Test/Generated) by namespace + path convention — a file whose layer isn't named in the convention falls to Application (the neutral default), and the split is line-count, not semantic depth or business value.

AX2 · Stateful singletons10.0 / 10Exemplary✓ Tool-verified

Other · Architecture — Whether singleton services avoid mutable shared instance state that concurrent callers would race on.

Method: Roslyn scan: singleton field mutations unguarded by lock or Interlocked, per type; syntax-based guard detection. Deterministic, traceable per field.

AX3 · Project dependency cycles10.0 / 10Exemplary✓ Tool-verified

Other · Architecture — Whether the project-reference graph is acyclic (cycles block independent build/deploy and signal eroding boundaries).

Method: Project reference cycles via elementary-DFS over real .csproj references, using the engine shared with D5/D7; cyclic versus acyclic. Exhaustive, deterministic.

AX4 · Dependency direction10.0 / 10Exemplary✓ Tool-verified

Other · Architecture — Whether dependencies point inward (Domain ← Application ← Infrastructure/Web) — the clean-architecture dependency rule, checked across the project graph.

Method: Layer violations by name-segment inference (Domain/Core to Application to Infrastructure/Web) over the project-reference graph. Exhaustive over all projects, deterministic.

AX5 · Architecture & structure10.0 / 10Exemplary✓ Tool-verified

Other · Architecture — Whether the codebase has a recognisable, scale-appropriate structure (a named architectural style, or modular enough for its size) rather than being an ad-hoc ball of mud.

Method: Roslyn plus csproj analysis: architecture style detection (DDD, clean, vertical-slice, CQRS) and structure fitness for repo size. Deterministic.

AX6 · Interface segregation10.0 / 10Exemplary✓ Tool-verified

Other · Architecture — Whether interfaces stay focused rather than fat — the Interface-Segregation principle (SOLID 'I').

Method: Roslyn scan: public interface declared-member counts (accessors fold into their property/event); fat-interface threshold (over 15 declared members) flagged per type. Each finding also reports the distinct-OPERATION count — members counted by name, so an overload group counts once — which decides whether it states the caller-side ISP harm or the implementer-side burden of an overload set. TypeScript: exported interfaces that declare behaviour, counted over their REQUIRED operations (method signatures and function-typed properties with no `?`, once per signature) — data-shape interfaces and ambient .d.ts declarations are outside the population; JavaScript declares no interfaces and is not applicable. Deterministic, type-level.

DM1 · Aggregate boundaries10.0 / 10Exemplary✓ Tool-verified

Other · Domain Modelling — Whether aggregates reference each other by identity (id) rather than by direct object reference — the core DDD consistency-boundary rule.

Method: Roslyn (DDD-gated): aggregate roots identified by convention; each aggregate field checked for direct references to other aggregates versus id-only. Deterministic, DDD-native.

Coverage: Population: aggregate roots identified by AggregateRoot/IAggregateRoot base/interface NAME convention; reference-by-identity then checked exhaustively within that set — a root not using those names is invisible.

DM11 · Constructible invalid state10.0 / 10Exemplary○ Nothing flagged

Other · Domain Modelling — Whether an aggregate can be constructed in a state its own rules forbid — a public constructor that takes a raw primitive, stores it, and validates nothing, with no factory beside it. A constructor taking only value objects is not counted: each parameter has already validated itself.

Method: Neutral surface (DDD-gated): each non-abstract entity/aggregate checked for a PUBLIC constructor taking at least one RAW PRIMITIVE parameter whose body contains no guard token (throw / Guard. / Ensure. / ArgumentException / CheckRule), on a type that also offers no static Create/Of/From/New factory. A constructor taking only value objects is never charged -- measured: 64 of 87 unguarded public constructors on the C# corpus take value objects only, so ignoring parameter types would be 73% false positives. One finding per entity. Deterministic.

DM12 · Ambient inputs in the domain10.0 / 10Exemplary○ Nothing flagged

Other · Domain Modelling — Whether domain types receive the time and randomness their rules depend on, rather than reading the process clock or a global random source directly — an ambient read makes the rule it feeds untestable at the instant that matters and lets two reads inside one operation disagree.

Method: Roslyn (DDD-gated, C#/VB only): domain-layer types scanned for ambient reads — DateTime/DateTimeOffset.Now/UtcNow/Today, Random.Shared, new Random(), Stopwatch.GetTimestamp — resolved against the semantic model, with a comment/string-stripped token fallback only where resolution fails. Body reads are scored; field/property initialisers are surfaced unscored. Apply/When folds excluded (ES1 owns them). Deterministic, symbol-resolved.

DM5 · Encapsulated state10.0 / 10Exemplary✓ Tool-verified

Other · Domain Modelling — Whether entities protect their state — private/init-only setters, and collections handed out as read-only views rather than the mutable backing collection — instead of exposing writable state that bypasses invariants. Softened when a rehydration framework (Marten/EF) is present.

Method: Roslyn (DDD-gated): entities scanned for publicly writable state — public setters, and (C#/VB) own mutable collections handed out through an auto-property, a public field or a bare-field expression getter, where a computed/copying getter is never charged. One finding per entity; score softened when Marten/EF rehydration frameworks present. Deterministic, framework-aware.

Coverage: Population: entities by convention; encapsulation (setter shape) checked exhaustively within the set.

DM6 · Domain ↔ infrastructure boundary7.3 / 10Strong✓ Tool-verified

Other · Domain Modelling — Whether the domain layer stays free of infrastructure dependencies (EF/Marten/HTTP/ASP.NET) — the clean-architecture dependency rule.

Method: Roslyn (DDD-gated): domain-layer types scanned for infrastructure usage in member SIGNATURES and inside method/accessor BODIES — resolved calls and object-creations into EF/Marten/HTTP/Mongo/Redis/message-bus types (not just a namespace allowlist). Deterministic, symbol-resolved, exhaustive over domain-layer bodies, DDD-native.

Coverage: Domain layer identified by NAMESPACE heuristic; infrastructure then resolved by symbol in member SIGNATURES and method/accessor BODIES — rename the layer and the check evaporates.

  • `ThreadEvent` (domain) — the domain type's supertype is an infrastructure/framework type from `com.github.j5ik2o.adceet.infrastructure.serde` — the domain state/event is fused to the framework. Invert the dependency: keep the domain core free of framework/transport types (derive codecs on a boundary DTO; express infra behind a domain-owned port). — scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/ThreadEvent.scala:25

What to do

  • Invert domain→infrastructure dependencies: declare interfaces in the domain, implement them in infrastructure (Dependency Inversion).
DM8 · Value-object opportunities10.0 / 10Exemplary✓ Tool-verified

Other · Domain Modelling — Whether clusters of primitives that travel together (a missing value object) are extracted — a low-weight suggestion, LLM-confirmed when configured.

Method: Roslyn (DDD-gated): primitive parameter clusters recurring three or more times across signatures extracted, then confirmed by language model when configured. Advisory, low-weight.

DM9 · Scattered domain decisions10.0 / 10Exemplary✓ Tool-verified

Other · Domain Modelling — Whether one domain rule is decided — or one measurement produced — in more than one place, rather than living on the type that owns it.

Method: Neutral body surface plus Roslyn (DDD-gated), two arms. DECISION (Roslyn only): a predicate over a domain type's members judged in two or more types, where none of those decisions live on the owning type — operands of comparisons and relational property patterns only, so a member merely passed as an argument is not judged. DERIVATION: a plain all-numeric carrier of ≥2 members, with no base type and exactly one constructor, CONSTRUCTED as the result of a method (returned or assigned, never inline as an argument) in two or more types other than its own — the same measurement produced twice, which centralising the judgement does not fix. DERIVATION runs on every language whose frontend declares the produced-or-passed fact per construction (Roslyn and the Java sidecar today); a target with only the derivation arm carries an engine gap naming the decision arm as not assessed, and a frontend that declares nothing keeps the dimension not measured rather than clean. Single-member rules, test code and generated code are out of population for both. Advisory.

GD1 · Unfinished & placeholder code10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Unreviewed-generation residue in this repository's Scala: methods whose whole body is still `???` or a "not implemented" throw where nothing overrides them, and placeholder text (lorem ipsum, changeme/replace_me…) left in strings of non-test, non-generated code. Scored as a quality signature, never as a claim about authorship.

Method: Roslyn syntax scan: NotImplementedException throws and placeholder string literals in non-test, non-generated shipped code. Deterministic, code-shape signature.

IC1 · Incompleteness & stubs10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Unfinished work detected by code SHAPE, not keywords, in this repository's Scala: methods whose body is `???` or only throws a "not implemented" error, methods that take inputs and return a constant or do nothing, dead `if (false)` branches, and skeleton classes most of whose methods are holes.

Method: Roslyn syntax scan: incompleteness by code shape (constant-returning methods, async-never-await, #if false branches, guards that return what the code already falls through to, tests an earlier guard already decided, comparisons against NaN, skeleton types), not keyword-gated. Deterministic, code-shape heuristic.

M1 · Documentation (README)7.3 / 10Exemplary✓ Tool-verified

Maturity · Maturity — Whether the repo and its projects have a README, and whether it's substantive and current.

Method: Filesystem scan: README presence, word count, and headings for depth; git history for staleness. Exhaustive across root and project dirs, deterministic.

What to do

  • Explain in the README how to run the tests. Add a section called Testing to the README in the repository's top folder, saying how to run the test suite.
M2 · Architecture documentation2.0 / 10Weak✓ Tool-verified

Maturity · Maturity — Whether key decisions (ADRs) and the high-level shape (C4/diagrams) are written down.

Method: Filesystem scan: ADR folder/naming conventions or content, plus Mermaid/PlantUML/C4/architecture.md discovery. Exhaustive, deterministic.

  • No Architecture Decision Records found — no conventional ADR directory, no numbered `NNNN-title` documents in any markup this check reads, and nothing ADR-shaped by content. Design rationale recorded elsewhere (a design-notes tree, a mailing list, pull-request discussion) is not visible to this check and is not re-findable per decision, so a future maintainer cannot ask why one choice was made and get an answer.

What to do

  • Record your significant design decisions. Write one short document per decision, giving its date, the situation, the decision and its consequences, and keep them together with your other design documents. A docs/adr folder with each file named by number and title is the easiest place to find them.
M3 · Folder & project structure10.0 / 10Exemplary✓ Tool-verified

Maturity · Maturity — Whether the repo is organised deliberately — src/test separation and consistent project naming.

Method: Filesystem scan: src/test folder separation and namespace-prefix consistency (majority RootNamespace agreement). Exhaustive across projects, deterministic.

M4 · Documentation accuracy6.0 / 10Strong◐ Sampled · advisory

Maturity · Maturity — Whether the README actually describes the code that exists (LLM-judged, advisory).

Method: Judged by language model at low temperature: README accuracy versus actual projects, within a disclosed tolerance. Advisory, not a measured number.

  • docs/AWS_SETUP.md documents the environment variable `DASHBOARD_NS`, but no code, script or configuration file names it. Checked without a model against the repository: its files and folders, the scripts and dependencies of every package.json, the projects, namespaces, package references and target frameworks of the .NET build, the SDK and Node pins, and the identifiers of every file that is not a document; the documents' own text never counts. A footprint generated at build time, read only by a platform, or living outside this repository is not seen, and this row is then wrong. — docs/AWS_SETUP.md:178
  • tools/terraform/README.md runs `./update-kubeconfig.sh`, but `update-kubeconfig.sh` does not exist. Checked without a model against the repository: its files and folders, the scripts and dependencies of every package.json, the projects, namespaces, package references and target frameworks of the .NET build, the SDK and Node pins, and the identifiers of every file that is not a document; the documents' own text never counts. A footprint generated at build time, read only by a platform, or living outside this repository is not seen, and this row is then wrong. — tools/terraform/README.md:48

What to do

  • Reconcile the README with reality: docs/AWS_SETUP.md documents the environment variable `DASHBOARD_NS`, but no code, script or configuration file names it; tools/terraform/README.md runs `./update-kubeconfig.sh`, but `update-kubeconfig.sh` does not exist.
P1 · CI/CD gates10.0 / 10Exemplary○ Nothing flagged

Readiness · Readiness — Whether an automated pipeline builds and tests every change.

Method: Filesystem scan: CI workflow files (.github/workflows, .gitlab-ci.yml, etc.) for build and test stages. Exhaustive, deterministic.

P2 · Observability7.0 / 10Strong✓ Tool-verified

Readiness · Readiness — Whether the code is diagnosable in production — structured logging, tracing/metrics, health checks.

Method: Filesystem/Roslyn scan: structured-logging frameworks (Serilog, NLog), OpenTelemetry, and health-check endpoint patterns. Exhaustive, deterministic.

  • `common/write-api-base/src/main/resources/swagger/swagger-ui.js` reports through `console.*` at line 1 although other files in its module log through a logger. Console lines carry no level, fields or correlation and never reach the log pipeline. — common/write-api-base/src/main/resources/swagger/swagger-ui.js:1
  • `common/write-api-base/src/main/resources/swagger/swagger-ui-standalone-preset.js` reports through `console.*` at line 2 although other files in its module log through a logger. Console lines carry no level, fields or correlation and never reach the log pipeline. — common/write-api-base/src/main/resources/swagger/swagger-ui-standalone-preset.js:2
  • `common/write-api-base/src/main/resources/swagger/swagger-ui-es-bundle-core.js` reports through `console.*` at line 2 although other files in its module log through a logger. Console lines carry no level, fields or correlation and never reach the log pipeline. — common/write-api-base/src/main/resources/swagger/swagger-ui-es-bundle-core.js:2
  • `scala/read-api-server-scala/src/main/resources/swagger/swagger-ui.js` reports through `console.*` at line 1 although other files in its module log through a logger. Console lines carry no level, fields or correlation and never reach the log pipeline. — scala/read-api-server-scala/src/main/resources/swagger/swagger-ui.js:1
  • `scala/read-api-server-scala/src/main/resources/swagger/swagger-ui-standalone-preset.js` reports through `console.*` at line 2 although other files in its module log through a logger. Console lines carry no level, fields or correlation and never reach the log pipeline. — scala/read-api-server-scala/src/main/resources/swagger/swagger-ui-standalone-preset.js:2
  • `scala/read-api-server-scala/src/main/resources/swagger/swagger-ui-es-bundle-core.js` reports through `console.*` at line 2 although other files in its module log through a logger. Console lines carry no level, fields or correlation and never reach the log pipeline. — scala/read-api-server-scala/src/main/resources/swagger/swagger-ui-es-bundle-core.js:2

What to do

  • Route service-code `console.*` output through the module's structured logger (with named fields), so delivery outcomes and failures reach the log pipeline with a level.
  • Consider OpenTelemetry tracing/metrics (@opentelemetry/sdk-node) and a health-check endpoint (@godaddy/terminus or a /health route) for operability.
P3 · Security & performance tooling6.0 / 10Strong✓ Tool-verified

Readiness · Readiness — Whether SAST, secret/dependency scanning and performance benchmarking are wired in (presence, not runtime).

Method: Filesystem scan: SAST configuration, dependency-update automation, secret scanning, and a benchmark harness or benchmark step — in this repository's own ecosystem. Exhaustive, deterministic.

What to do

  • Your ecosystem's static analyzer is declared as a dependency but is not wired into CI — run it as a required step on push/PR (e.g. `composer phpstan` / `mix sobelow` / `bundle exec brakeman` / the spotbugs Gradle task / `sbt scalafixAll --check` / `golangci-lint run` / `rebar3 lint`) so a regression fails the build instead of relying on someone running it locally.
  • Add gitleaks/trufflehog in CI to block PRs that introduce committed secrets.
P4 · Deployment & Rollback8.0 / 10Exemplary✓ Tool-verified

Readiness · Readiness — Whether releases are automated and safely reversible (probes, rolling updates, approval gates) — from manifests/pipeline files, not the live environment.

Method: Filesystem scan: deployment manifests/IaC (K8s YAML, Helm, Terraform) for rolling updates, probes, approval gates, migration hooks. Exhaustive, deterministic.

What to do

  • Add an approval/environment gate (required reviewers / protection rules) before production promotion.
P5 · DR & Backup7.0 / 10Strong✓ Tool-verified

Readiness · Readiness — Whether disaster recovery is planned and codified — backups, geo-recovery, RTO/RPO, persistence guarantees — from IaC + container manifests + docs, never the live cloud.

Method: Filesystem scan: disaster recovery, backup, geo-recovery, RTO/RPO, persistence guarantees from IaC, manifests, and docs. Exhaustive, deterministic, never a live environment.

What to do

  • Document RTO/RPO and a tested restore procedure (a backup config alone isn't disaster recovery).
P6 · Release Hygiene5.0 / 10Adequate✓ Tool-verified

Readiness · Readiness — Whether releases are traceable — a maintained changelog and explicit version stamping.

Method: Filesystem scan: changelog file presence and version tags in csproj or git tags. Exhaustive, deterministic.

  • No CHANGELOG/HISTORY/RELEASES file — what shipped when isn't easy to reconstruct for support or audit. (Versioning/tagging makes releases traceable, but a changelog records the what.)

What to do

  • Keep a changelog (e.g. Keep-a-Changelog) recording what shipped in each release.
P8 · Schema migrations10.0 / 10Exemplary○ Nothing flagged

Readiness · Readiness — Whether database schema changes go through versioned migrations rather than being auto-created from the model at startup.

Method: Roslyn scan: EF Core DbContext for a versioned migrations directory versus bare EnsureCreated usage; off .NET, a file scan of dependency manifests, migration histories (Flyway, Liquibase, Alembic, Django, Rails, Prisma, TypeORM, Knex/Sequelize, golang-migrate, goose, Laravel, Doctrine, Diesel/sqlx) and schema auto-create in production source or config. Exhaustive, deterministic.

PF3 · Async & latency hygiene10.0 / 10Exemplary✓ Tool-verified

Readiness · Performance — Whether asynchronous code stays responsive — it avoids sync-over-async blocking (a .NET .Wait()/.GetAwaiter().GetResult(), a time.sleep or blocking HTTP call inside a Python coroutine, a *Sync call inside an async JavaScript function, block_on inside a Rust async fn, runBlocking inside a Kotlin suspend function, block() inside a Reactor publisher) that stalls a thread or event loop and risks deadlock, and, where the code is a reusable library on .NET, awaits with ConfigureAwait(false) so it never captures and stalls its caller's context.

Method: Production-source scan: sync-over-async blocking counted everywhere — .Wait()/.GetAwaiter().GetResult() in .NET; off .NET, read from the language model, a blocking call inside an async function (Python, TS/JS, Rust, Kotlin, Swift, Dart) or inside a Java method returning a Reactor Mono/Flux or a Scala method returning a Future or effect — and, for a .NET library with ≥5 awaits, the share of awaits using ConfigureAwait(false). Deterministic, syntax/text detection.

X1 · Async correctness10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether the code avoids sync-over-async (deadlock-prone blocking on tasks) and async void.

Method: Roslyn syntax scan: async methods scanned for .Wait()/.GetAwaiter().GetResult() and async-void outside event handlers. Deterministic, hard fact per invocation.

X12 · Unreachable branch10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether any branch is dead by construction — a switch arm whose label can never equal a case-normalised subject, or an `else if` whose predicate the arm above has already swallowed.

Method: Roslyn syntax + semantics: switch labels compared against the subject's own case normaliser, and if/else-if chains checked for a literal an earlier arm's containment test already swallows. Deterministic, provable per finding. Advisory.

X13 · Undrained process stream10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether a child process that has BOTH standard streams redirected drains both — reading one to the end while the other is never read deadlocks once the child fills the unread pipe.

Method: Roslyn syntax + semantics: ProcessStartInfo launches with both streams redirected, checked for a drain of each stream across the enclosing type. On a repository with no .NET source it reads JavaScript/TypeScript off the engine’s own token stream (test, vendored and minified paths not) with the same rule: a `spawn` imported from `child_process` whose stdout and stderr are both pipes (no options, no `stdio`, or `stdio` of `'pipe'`), bound to a local that never leaves its scope, where exactly one of the two streams is read, the other never, and the child’s `close`/`exit` (or the read stream’s end) is awaited; a shell redirect in the call’s arguments or a `kill` of the child suppresses it. The same rule reads Python’s `subprocess.Popen`, Dart’s `Process.start`, Ruby’s `Open3.popen3`, and Scala’s JDK process starts (`new ProcessBuilder(…).start()` with no `redirectErrorStream`/`redirectError`/`redirectOutput`/`inheritIO`, `Runtime.getRuntime.exec`) where one of `getInputStream`/`getErrorStream` is read and the other never while `waitFor()` is called or the read stream is read to its end. Deterministic, provable per finding. Advisory.

X14 · Bypassable address classification10.0 / 10Exemplary○ Nothing flagged

Other · Security — Whether a hand-rolled public/private IP check can be walked past — a method that unwraps IPv4-mapped IPv6 but returns the opposite verdict for the same host written as IPv4-compatible, 6to4 or NAT64.

Method: Roslyn syntax + semantics: methods that unwrap IPv4-mapped IPv6 and hand-roll IPv4 range carve-outs, checked for whether the IPv6 branch also accounts for the IPv4-compatible, 6to4 and NAT64 embeddings. Deterministic, provable per finding. Advisory.

X15 · Unvalidated length from an untrusted reader10.0 / 10Exemplary○ Nothing flagged

Other · Security — Whether a length read out of the stream being parsed is bounded before it is allocated or read — an unchecked count taken from the input lets the input choose the allocation.

Method: Roslyn syntax + semantics: integer lengths read from a BinaryReader and spent on a bulk read or an array allocation, checked for any comparison or bounding call on the value anywhere in the method. Deterministic, provable per finding. Advisory.

X16 · Unfloored truncation loop10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether a loop that shortens a string until it fits a length budget has a floor — one with none grinds the value down to the empty string, or past it into a negative-length `Substring`.

Method: Roslyn syntax + semantics: while/do loops whose body's only effect on a string is to drop its last character, checked for whether anything — a direct comparison on the length, a body guard, a break — bounds that length below. On a repository with no .NET source it reads JavaScript/TypeScript off the engine’s own token stream (test, vendored and minified paths not) with the same rule: a `while`/`do` loop whose body’s one assignment to a value is `x = x.slice(0, -1)` or `x = x.slice|substring|substr(0, x.length - 1)`, driven by a condition that reads `x.length` only as a term of a larger expression — never compared directly, never tested for truthiness, and with no other read of `x` — and whose body has no `break`, `return`, `throw` or `if` naming `x`. Deterministic, provable per finding. Advisory.

X17 · Uncapped recursion over a caller-supplied document10.0 / 10Exemplary○ Nothing flagged

Other · Security — Whether a walk that recurses through a JSON/XML tree handed in by its caller bounds how deep it will go — an uncapped walk lets the document's nesting choose the stack depth, and the resulting StackOverflowException cannot be caught.

Method: Roslyn syntax + semantics: methods that take a JSON/XML document node and call themselves with a child of it, reachable from an externally-callable member of the same type that accepts a document, checked for any depth parameter, descent counter or threaded arithmetic anywhere in the walk. On a repository with no .NET source it reads TypeScript off the engine’s own token stream (test, vendored, generated and minified paths and `.d.ts` not) with the same rule: a function or method with a parameter typed as a document value — `unknown`, `any`, `object`, `Record<string, unknown|any>`, a JSON alias (`JsonValue`, `JSONObject`, …) or a DOM node global the file does not rebind — that calls itself (bare, or through `this` for a method, or hands itself to a call over the value as in `value.map(walk)`) with something it took out of that value and never through an ancestor accessor such as `closest()` or `parentElement`, that is exported or reached from an exported function (a public method of the same exported class) taking such a value, and that names no depth, level, nesting, recursion, remaining or budget anywhere and threads no `+`/`-` arithmetic through a self-call. Plain JavaScript is not read: with no annotation nothing tells a parsed document from a tree the code built itself. Deterministic, provable per finding. Advisory.

X18 · Disposal-pattern correctness10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether a type's disposal matches what it OWNS — releasing what it created, leaving alone what it was handed, and not declaring a finalizer for state that has nothing unmanaged to finalize.

Method: Roslyn syntax + semantics: every assignment to a disposable field is read to decide whether the type CREATED the value or was handed it, and the type's disposal is checked against that answer — an injected interface it disposes, a value it constructed and never releases, a finalizer on a type holding nothing unmanaged, and a disposable local whose every reference is a plain member read. A value handed to a container that disposes its contents (a parent control's `Controls` collection, a component `IContainer`) is released by that container and is not reported; generated code is out of population. On a repository with no .NET source the same ownership questions are read in JavaScript/TypeScript off the engine’s own token stream (test, vendored, generated and minified paths not): a class declaring `dispose()`, `[Symbol.dispose]()` or `[Symbol.asyncDispose]()` that disposes a field it was handed through a constructor parameter typed as a repository interface or resolved by a dependency-injection container; that assigns a field only ever from `new X(…)` of a disposable class and neither releases it anywhere in the class nor names it in its disposal member or a method that member calls, nor hands it to anything else; and a `const`/`let` local built from literals only whose every reference opens a statement operating on a non-release member of it. A class is disposable when every repository declaration of its name declares or inherits a disposal member, or when it is a documented library disposable (`vscode` EventEmitter, CancellationTokenSource and Disposable; three.js geometries, materials, textures, render targets, renderers, controls and composers). The finalizer arm has no JavaScript counterpart: a class cannot declare one. Dart is read for the owned-and-never-released arm: a Flutter `State` (or a class declaring `dispose()`/`close()`) whose library-private field is written only with direct creations of a framework controller, `FocusNode`, `StreamController` or periodic `Timer` (or a `.listen(…)` into a field declared `StreamSubscription`), which nothing in the class or its library releases (`dispose`/`close`/`cancel`) and which is never handed on except as a named argument. Ruby is read for the owned-and-never-released arm and the abandoned-local arm: a class declaring an instance `close`, `dispose`, `shutdown`, `stop`, `disconnect` or `terminate` whose instance variable is written only with a blockless core descriptor creation (`File.open`/`new`, `Tempfile`, `Dir.open`, `IO.popen`, the `socket` and `openssl` socket classes) that no method of the class closes and that is never handed on (passed, returned, stored, exposed by `attr_reader`, delegated) — a class whose superclass or mixin lies outside the repository is not judged — and a blockless creation read through and dropped (`File.open(path).read`) or held in a local that is never closed, returned, passed or stored (a `&:read` block-pass, an `autoclose: false` borrow and a `fileno` hand-over are not abandonment). PHP is read for the same two arms: a class (not a trait, and not one using a trait) declaring an instance `close`, `dispose`, `shutdown`, `stop`, `disconnect` or `terminate` whose `private` property (or a `final` class's `protected` one) is written only with a direct core `fopen`, `tmpfile`, `popen`, `proc_open`, `fsockopen`, `stream_socket_client`/`server` or `opendir` that nothing in the class closes (`fclose`, `pclose`, `closedir`, `unset`, a reset to `null`) and that is never handed on, and a handle held in a function's local, or read through as the argument of a reader, that is never closed, returned, passed, captured or stored; a `php://` stream, `curl_init`, `SplFileObject`, `PDO` and a function the repository declares under the core name are not read. Deterministic, provable per finding. Advisory.

X19 · Unrestored process-global state10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether a method that temporarily changes state belonging to the whole process — the working directory, an environment variable — puts it back on EVERY path: a restore reached only when nothing throws leaks the change to the rest of the process.

Method: Roslyn syntax + semantics: method bodies that write the process working directory or an environment variable and write it back in the same body, checked for whether that restore sits in a `finally`/`catch` or only on the straight-line path. On a repository with no .NET source the same rule reads production JavaScript/TypeScript off the engine’s own token stream (test, vendored and minified paths not): `process.chdir`, `process.env.NAME =`/`["NAME"] =` and `delete process.env.NAME`, and Deno’s `Deno.chdir`/`Deno.env.set`/`Deno.env.delete`, paired per function body (a nested function or arrow is its own body, and module top-level code is none), where the last write puts back a local the body captured from the same global or deletes a variable the first write set, with at least one statement between them; a write in a `catch`/`finally` of that body silences it. Deterministic, provable per finding. Advisory.

X20 · Mistyped argument guard10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether an argument guard throws the exception its own condition describes — a guard that rejects a value for being EMPTY and reports it as `NullPointerException` (Java, Kotlin, Scala), `ArgumentError.notNull` (Dart) or `ArgumentNullException` (F#'s `nullArg`) tells the caller a parameter was null when it provably was not.

Method: Roslyn syntax: `throw new ArgumentNullException(nameof(p))` statements controlled by an `if`, whose condition is read for a test that is true of a NON-null `p` — an emptiness test that dereferences it (`p.Count == 0`, `!p.Any()`) or a BCL predicate documented true of the empty value (`string.IsNullOrEmpty(p)`). Deterministic, provable per finding. Advisory.

X21 · Side-effecting pattern guard10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether a `when` guard is free of side effects — a guard that increments a counter or assigns while deciding whether its arm matches applies that change during PATTERN MATCHING, on an arm that may not be selected, and skips it entirely when a short-circuit to its left answers first.

Method: Roslyn syntax: `when` guards on case labels and switch-expression arms, read for a mutation (`++`/`--`/assignment) sitting in a position the guard's own `&&`/`||`/`??`/`?:`/`?.` can skip. Deterministic, provable per finding. Advisory.

X22 · Contradicted release guard10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether a method that TAKES a lock or semaphore and gives it back from a flag-guarded `finally` returns the value that flag implies — reporting success while the guard hands the primitive back admits a second caller the exclusion was there to keep out, and reporting failure while the guard keeps it leaves nothing to ever give it back.

Method: Roslyn syntax: `try` statements whose `finally` releases a synchronisation primitive under a bare local-bool guard, where the method also TOOK that same primitive before the `try`, checked for a `return` of a bool literal whose value disagrees with the flag state the method's own straight-line assignments put it in. Deterministic, provable per finding. Advisory.

X23 · Unguarded diagnostic materialisation10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether the work a diagnostic log line costs is paid only when that line is wanted — C# evaluates a call's arguments BEFORE the call, so a trace/debug message joined or projected out of a collection is built in full on every pass, and then discarded by a sink the shipped configuration leaves switched off.

Method: Roslyn syntax: log calls at a diagnostic level (a `Log`-prefixed method naming Trace/Debug/Verbose, or a bare `Debug`/`Trace`/`Verbose` on a receiver named for a logger), whose argument list is read for a call whose cost scales with a sequence — a LINQ operator, a materialisation, `string.Join`, a serializer — with no enclosing level check or conditional-compilation region. On a repository with no .NET source it reads JavaScript/TypeScript off the engine’s own token stream (test, vendored and minified paths not) with the same rule: a `debug`/`trace`/`verbose` call on a receiver named for a logger, or a `log`-prefixed method naming the level, whose argument calls an array operator (`map`/`filter`/`reduce`/`sort`/…), `Array.from`, `Object.keys/values/entries`, `JSON.stringify`/`util.inspect` over anything but a literal, or an array `join` — outside any arrow or function passed as an argument, which the logger calls only when the level is on — with no enclosing `if`, `&&` or `?:` whose condition names a level, a level string, or the `NODE_ENV`/`__DEV__`/`DEV` build switch. Deterministic, provable per finding. Advisory.

X24 · Document value interpolated into markup unescaped10.0 / 10Exemplary○ Nothing flagged

Other · Security — Whether text read out of the document being converted is escaped before it is written into generated markup — a value the document's author chose, interpolated into an attribute the surrounding literal delimits, can close that attribute and open another.

Method: Roslyn semantic model over the whole compilation: a string-typed `Value`/`InnerText`/`InnerXml`/`Text` member declared inside `DocumentFormat.OpenXml` or `System.Xml` is a taint SOURCE, propagated through assignments, returns, arguments, tuple elements and string composition to its transitive closure, then read at interpolated-string holes that sit in a markup position the surrounding literal itself delimits. Escaper/encoder calls and enclosing validator conditions cut the flow. Flow- and container-insensitive by construction. A second arm needs no provenance at all and reports a type that CONTRADICTS ITSELF — the same expression escaped at one delimited markup hole and interpolated raw at another hole in the same markup position of the same type, which the type's own escaping proves is a defect without knowing where the value came from. On a repository with no .NET source it reads JavaScript/TypeScript off the token stream with the same rule: a DOM read of raw document text (`getAttribute`, `textContent`, `innerText`, `nodeValue`) is the source, propagated through local bindings and string composition, and judged at template-literal and concatenation holes in the same two delimited markup positions; escapers and validating conditions cut it, and documentation-site, test, vendored and minified scripts are not read. Deterministic, provable per finding. Advisory.

X25 · Inert configuration knob10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether a value the caller is invited to supply is the value the type actually uses — a constructor parameter stored in a private field that nothing ever reads while the default it was given is spelled out a second time at the site that should have read it, a keyed lookup that falls back to a different setting than the one its key names while the same type falls back to the matching one for that same key, or a culture-sensitive parse given no format provider by a type that feeds its own settable culture to the same kind of parse elsewhere, or a number an entry point writes to standard output under the host's culture while the same entry point formats with the invariant culture elsewhere. Either way, every caller who supplies a value silently gets something else.

Method: Roslyn syntax: private instance fields of a non-partial type assigned in a constructor from one of its own parameters with a `??` fallback, checked for whether anything in the type body reads the field and whether that same fallback expression is spelled out again outside the constructor; and `??` fallbacks onto a member access from a lookup call carrying exactly one string literal, grouped by that key across the type and checked for a fallback member whose folded name disagrees with the key while a sibling site for the same key agrees with it. On a repository with no .NET source the first two arms read JavaScript/TypeScript off the engine’s own token stream (tests included, bundles and vendored paths not): a `#x`, `private` or `private` parameter-property instance field filled in the constructor from a parameter (or one member of one) through `??`/`||` or a parameter default, never read anywhere in the file by name, whose constructed default is spelled again in the class body; and `lookup("key") ?? s.member` grouped by key per class, or per module outside every class. The culture arm has no JavaScript counterpart: its parses take no locale. Deterministic, provable per finding. Advisory.

X26 · Unsynchronised callback handoff10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether a value handed from a callback to the body that waits on it crosses on something built to be crossed — a `Queue<T>`/`List<T>`/`Dictionary<K,V>` written inside an event handler and read back outside it is mutated by two flows at once, and the semaphore or completion source beside it orders how MANY items exist while leaving the collection's own head, tail and backing array unprotected.

Method: Roslyn syntax: method, accessor, local-function and lambda bodies that declare BOTH a non-thread-safe generic collection (`Queue`/`Stack`/`List`/`Dictionary`/`HashSet`/`Sorted*`/`LinkedList`) and a synchronisation primitive (`SemaphoreSlim`/`TaskCompletionSource`/`ManualResetEvent(Slim)`/`AutoResetEvent`/`CountdownEvent`) as locals, then read for a `+=`-registered lambda that raises that primitive while the body outside every lambda waits on it — and, in that scope, a mutating call on the collection inside the lambda paired with a mention of it outside. Any `lock` in the scope abstains it. On a repository with no .NET source the same handoff is read in Java off the engine’s own token stream (test source sets, vendored and demonstration paths not): an `ArrayList`/`LinkedList`/`ArrayDeque`/`PriorityQueue`/`Hash*`/`LinkedHash*`/`Tree*` local and a `CountDownLatch`/`Semaphore`/`CompletableFuture` local, a lambda or anonymous class that raises the primitive and mutates the collection, and a wait outside it; any `synchronized` or `lock()` abstains the body. Because each of those primitives orders what the callback wrote before raising it, only a touch that provably overlaps the callback is convicted: one after the registration and before the next wait, or one in a loop registered-before, waiting on every pass and not declaring the collection. Deterministic, provable per finding. Advisory.

X27 · Collection changed while being enumerated10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether an enhanced `for` leaves the collection it is walking alone — a body that adds to or removes from the very collection the loop is iterating invalidates the fail-fast iterator it is holding, so the next `next()` throws `ConcurrentModificationException` and the remaining elements are never seen. Whether a `for` comprehension or `foreach` leaves the mutable collection it is walking alone — an `ArrayBuffer` or `ListBuffer` counts its changes and its iterator checks the count, an `ArrayDeque` (and `mutable.Queue`/`mutable.Stack`) is walked by index up to its starting length, and a `java.util` collection walked through `asScala` is fail-fast, so a body that adds to or removes from the very collection the loop is walking makes a later step throw `ConcurrentModificationException` (`IndexOutOfBoundsException` for a deque) and the remaining elements are never seen. Whether a `for (x in c)` or `c.forEach { … }` leaves the collection it is walking alone — a `mutableListOf`/`ArrayList`, `mutableMapOf`/`HashMap` or `mutableSetOf`/`HashSet` is a `java.util` collection on the JVM and is walked by its own fail-fast iterator, so a body that adds to or removes from the very collection the loop is walking makes the next step throw `ConcurrentModificationException` and the remaining elements are never seen.

Method: Roslyn syntax + semantics: `foreach` statements whose body calls a structural mutator (`Add`/`Remove`/`Clear`/`Insert`/…) on the very expression the loop is enumerating. Two arms. ARM A — the source is a concrete fragile BCL collection, or a live `Keys`/`Values` view over one, and the mutator resolves to that same collection's own member; concurrent and immutable collections and arrays are outside the population by construction, since their enumerators survive a structural change. ARM B — the source is an argument-less accessor CALL on a receiver whose body is in source: the accessor must return a stored field VERBATIM and a sibling member must structurally change that same field, both read off the implementations rather than from the members' names. A mutation the loop provably exits immediately after (`break`/`return`/`throw`/`goto`), or one written inside a nested loop or a lambda, is counted and never reported. Deterministic, provable per finding. Advisory.

X28 · Index access outside its own emptiness guard10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether a condition that tests a value for emptiness indexes that same value only where the test holds — an `||` written one parenthesis too far to the left leaves an index access outside the guard beside it, so the empty case the guard exists to anticipate reaches the index and throws.

Method: Roslyn syntax only, no semantic model: the OUTERMOST `&&`/`||` of every boolean condition, read for a symbol the condition tests for emptiness (`string.IsNullOrEmpty`/`IsNullOrWhiteSpace`, a `Length`/`Count` comparison against a literal, `Any()`, a `Length`/`Count` pattern, or a comparison against `""`) and ALSO indexes. Each `symbol[...]` access is placed by a boolean-reachability walk from the access up to the outermost connective: an access is COVERED when some enclosing step has it in the right operand and the left operand, under the truth value that step forces, proves the symbol non-empty — a recursion over `&&`/`||` whose true- and false-directions are asymmetric. A finding needs BOTH an uncovered access and a covered one on the same symbol in the same condition, which is the agreeing twin that separates a misplaced parenthesis from an unrelated length test. Bare index accesses with no emptiness test in the condition are neither counted nor reported; a non-identifier receiver and a lambda nested inside the condition are outside the population. Deterministic, provable per finding. Advisory.

X29 · Per-element action decided by a fixed element10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether a decision taken once per element is taken ABOUT that element — a test inside a counted loop that reads a fixed subscript of the very collection its guarded statement indexes by the loop variable applies element zero's answer to all of them, so the elements that differ from it are all handled wrongly, and in the same direction.

Method: Roslyn syntax only, no semantic model: every `for` statement declaring exactly ONE loop variable, and every `if` inside its body that is not under a nested loop or a lambda. A site enters the population when the `if`’s condition never mentions the loop variable while the statement it guards indexes some collection by that variable ALONE (`c[i]`; `c[i + 1]` and `c[i, j]` are outside it). A finding additionally needs the AGREEING TWIN at the same-collection grain: the condition must read THAT SAME collection at a subscript that does not move — written into the condition, or reached through a local declared BEFORE the loop, so an alias bound inside the body is not followed. Both collection expressions must be simple identifiers. On a repository with no .NET source the same rule reads JavaScript/TypeScript off the engine’s own token stream (tests included, bundles and vendored paths not): a `for (let|var|const x = …; …; …)` with one declarator and a braced body, an alias followed only when it is declared before the loop in a block that encloses it and never assigned inside the loop. Deterministic, provable per finding. Advisory.

X3 · Exception handling10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether exceptions are handled rather than silently swallowed or rethrown with lost stack traces.

Method: Roslyn syntax scan: every catch clause counted; empty catches and bare rethrows flagged. Population is all catch clauses, not estimated. Deterministic, hard fact.

X30 · Support guard that admits what it rejects10.0 / 10Exemplary○ Nothing flagged

Other · Code Health — Whether a guard written as a NEGATED `||` says what its author meant — `!(a || b || x != k)` is `!a && !b && x == k` by De Morgan, so a bail-out that mixes capabilities the code needs with a fault it refuses turns inside out: it fires only where the capabilities are ABSENT, and lets every value the fault term names walk straight into the body that cannot handle it.

Method: Roslyn syntax only, no semantic model: every logical-not whose operand is a parenthesised `||` chain of two or more disjuncts, flattened (a left-nested `a || b || c` read once would see `(a || b)` as one disjunct). A site enters the population on that shape alone. A finding additionally needs the disjuncts to DISAGREE in polarity: at least one bare boolean read — an identifier or member access, never an invocation, which is a predicate rather than a capability flag — and at least one `x != <constant>`, the only form that negates into an exact-value pin (`== null` negates into a looser requirement and is outside the fault set). Consistently-polarised disjunctions, all-fault or all-capability, are counted and never reported; a negated `&&` is outside the population entirely. No same-receiver gate: it was measured to cost a real defect and remove no false positive. Deterministic, provable per finding. Advisory.

X4 · Structured logging3.8 / 10Weak✓ Tool-verified

Other · Code Health — Whether log calls use message templates (queryable) rather than interpolated strings.

Method: Roslyn syntax scan: every log call-site counted; interpolated-string first-argument violations flagged. Population is all log calls, not estimated. On a repository with no .NET source it reads JavaScript/TypeScript off the engine’s own token stream (test, vendored and minified paths not) with the same rule: a `trace`/`debug`/`info`/`warn`/`error`/`fatal`/`verbose`/`silly`/`http`/`log` call on a receiver named for a logger, in a package whose own or an enclosing `package.json` declares a logger that carries values as fields (pino, pino-http, nestjs-pino, Fastify, winston, bunyan, tslog, LogTape, roarr), whose first deciding argument is a template literal with substitutions; an object-literal fields argument is stepped over, a plain string message clears the call. Python is read the same way: a `debug`/`info`/`warning`/`error`/`exception`/`critical`/`log` call on a logger in a file that imports the standard library’s `logging` or structlog (loguru, which formats at the call, is not judged), whose message is a whole f-string with a non-constant field; a `%`-formatted, `.format()`-ed or concatenated message is not convicted, as in C#. PHP is read the same way: a PSR-3 level call (`emergency`…`debug`, `log`) on a logger (`$logger`, `$this->logger`, Laravel’s `Log::`, `logger()`, `\Drupal::logger()`) in a package whose `composer.json` requires a PSR-3 logger or a framework that hands one out (psr/log, Monolog, Laravel, Symfony, Drupal, CakePHP), or a file that imports one, whose message is a double-quoted string interpolating a variable; a single-quoted message clears the call, and `sprintf` or `.` concatenation is not convicted, as in C#. Dart is read the same way: a `trace`/`debug`/`info`/`warn`/`error`/`fatal` call on Sentry’s structured logger (`Sentry.logger`) whose message is a whole string literal interpolating a value (`$name`, `${…}`); the `Sentry.logger.fmt` template API clears the call. Dart that logs only through loggers with one message and no fields (package:logging, package:logger, talker, dart:developer) is not applicable rather than a reach gap. Ruby is read the same way: a `trace`/`debug`/`info`/`warn`/`error`/`fatal` call on the console gem’s `Console` (declared by a Gemfile, gemspec or Gemfile.lock, or required) or, where SemanticLogger, Ougai or dry-logger is declared or required, on a receiver named for a logger (`logger`, `@logger`, `Rails.logger`, `log`), whose first deciding argument is, as the whole argument, a double-quoted string interpolating a non-constant value (`#{…}`, `#@ivar`); a plain literal clears the call, keyword arguments are the fields, and a block, `%`-format or `+` concatenation is not convicted. Ruby that logs only through the standard Logger (Rails.logger) is not applicable rather than a reach gap. Deterministic.

  • `debug` at line 146 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.debug("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/V2MetricPublisher.scala:146
  • `debug` at line 81 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.debug("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/RequestHandler.scala:81
  • `debug` at line 87 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.debug("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/RequestHandler.scala:87
  • `debug` at line 102 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.debug("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/RequestHandler.scala:102
  • `info` at line 52 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/MainActor.scala:52
  • `info` at line 75 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/MainActor.scala:75
  • `error` at line 79 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.error("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/MainActor.scala:79
  • `info` at line 83 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/MainActor.scala:83
  • `info` at line 50 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/Main.scala:50
  • `debug` at line 235 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.debug("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/read-model-updater-scala/src/main/scala/com/github/j5ik2o/adceet/api/rmu/ThreadReadModelUpdater.scala:235
  • `info` at line 161 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/read-model-updater-scala/src/main/scala/com/github/j5ik2o/adceet/api/rmu/Main.scala:161
  • `error` at line 165 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.error("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/read-model-updater-scala/src/main/scala/com/github/j5ik2o/adceet/api/rmu/Main.scala:165
  • `info` at line 40 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:40
  • `info` at line 43 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:43
  • `info` at line 45 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:45
  • `info` at line 58 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:58
  • `info` at line 108 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:108
  • `info` at line 121 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:121
  • `error` at line 125 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.error("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:125
  • `info` at line 129 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:129
  • `info` at line 137 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:137
  • `info` at line 144 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:144
  • `info` at line 151 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:151
  • `info` at line 152 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:152
  • `info` at line 156 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:156
  • `info` at line 165 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:165
  • `info` at line 51 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/Main.scala:51
  • `info` at line 78 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix. — scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/DISettings.scala:78
  • `info` at line 54 is handed a message assembled at the call — a string concatenated with a value, or `String.format` — through SLF4J or log4j 2, so the logger receives one finished string: the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, log4j 2's JsonTemplateLayout, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. An exception goes last, as the throwable argument, not into the text. — java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/MainActorFactory.java:54
  • `info` at line 49 is handed a message assembled at the call — a string template with `$…` values in it, a concatenation or `String.format` — through SLF4J, log4j 2 or kotlin-logging, so the logger receives one finished string: the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, log4j 2's JsonTemplateLayout, OpenTelemetry), or with kotlin-logging `logger.atInfo { message = "Order moved"; payload = mapOf("order_id" to orderId, "status" to status) }`. An exception goes last, as the throwable argument, not into the text. — kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/MainActor.kt:49
  • `info` at line 52 is handed a message assembled at the call — a string template with `$…` values in it, a concatenation or `String.format` — through SLF4J, log4j 2 or kotlin-logging, so the logger receives one finished string: the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, log4j 2's JsonTemplateLayout, OpenTelemetry), or with kotlin-logging `logger.atInfo { message = "Order moved"; payload = mapOf("order_id" to orderId, "status" to status) }`. An exception goes last, as the throwable argument, not into the text. — kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/MainActor.kt:52
  • `info` at line 54 is handed a message assembled at the call — a string template with `$…` values in it, a concatenation or `String.format` — through SLF4J, log4j 2 or kotlin-logging, so the logger receives one finished string: the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, log4j 2's JsonTemplateLayout, OpenTelemetry), or with kotlin-logging `logger.atInfo { message = "Order moved"; payload = mapOf("order_id" to orderId, "status" to status) }`. An exception goes last, as the throwable argument, not into the text. — kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/MainActor.kt:54
  • `info` at line 58 is handed a message assembled at the call — a string template with `$…` values in it, a concatenation or `String.format` — through SLF4J, log4j 2 or kotlin-logging, so the logger receives one finished string: the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, log4j 2's JsonTemplateLayout, OpenTelemetry), or with kotlin-logging `logger.atInfo { message = "Order moved"; payload = mapOf("order_id" to orderId, "status" to status) }`. An exception goes last, as the throwable argument, not into the text. — kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/MainActor.kt:58
  • `info` at line 117 is handed a message assembled at the call — a string template with `$…` values in it, a concatenation or `String.format` — through SLF4J, log4j 2 or kotlin-logging, so the logger receives one finished string: the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, log4j 2's JsonTemplateLayout, OpenTelemetry), or with kotlin-logging `logger.atInfo { message = "Order moved"; payload = mapOf("order_id" to orderId, "status" to status) }`. An exception goes last, as the throwable argument, not into the text. — kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/MainActor.kt:117
  • `error` at line 119 is handed a message assembled at the call — a string template with `$…` values in it, a concatenation or `String.format` — through SLF4J, log4j 2 or kotlin-logging, so the logger receives one finished string: the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.error("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, log4j 2's JsonTemplateLayout, OpenTelemetry), or with kotlin-logging `logger.atInfo { message = "Order moved"; payload = mapOf("order_id" to orderId, "status" to status) }`. An exception goes last, as the throwable argument, not into the text. — kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/MainActor.kt:119
  • `info` at line 134 is handed a message assembled at the call — a string template with `$…` values in it, a concatenation or `String.format` — through SLF4J, log4j 2 or kotlin-logging, so the logger receives one finished string: the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, log4j 2's JsonTemplateLayout, OpenTelemetry), or with kotlin-logging `logger.atInfo { message = "Order moved"; payload = mapOf("order_id" to orderId, "status" to status) }`. An exception goes last, as the throwable argument, not into the text. — kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/MainActor.kt:134
  • `info` at line 138 is handed a message assembled at the call — a string template with `$…` values in it, a concatenation or `String.format` — through SLF4J, log4j 2 or kotlin-logging, so the logger receives one finished string: the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, log4j 2's JsonTemplateLayout, OpenTelemetry), or with kotlin-logging `logger.atInfo { message = "Order moved"; payload = mapOf("order_id" to orderId, "status" to status) }`. An exception goes last, as the throwable argument, not into the text. — kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/MainActor.kt:138
  • `info` at line 140 is handed a message assembled at the call — a string template with `$…` values in it, a concatenation or `String.format` — through SLF4J, log4j 2 or kotlin-logging, so the logger receives one finished string: the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, log4j 2's JsonTemplateLayout, OpenTelemetry), or with kotlin-logging `logger.atInfo { message = "Order moved"; payload = mapOf("order_id" to orderId, "status" to status) }`. An exception goes last, as the throwable argument, not into the text. — kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/MainActor.kt:140
  • `info` at line 141 is handed a message assembled at the call — a string template with `$…` values in it, a concatenation or `String.format` — through SLF4J, log4j 2 or kotlin-logging, so the logger receives one finished string: the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, log4j 2's JsonTemplateLayout, OpenTelemetry), or with kotlin-logging `logger.atInfo { message = "Order moved"; payload = mapOf("order_id" to orderId, "status" to status) }`. An exception goes last, as the throwable argument, not into the text. — kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/MainActor.kt:141
  • `info` at line 143 is handed a message assembled at the call — a string template with `$…` values in it, a concatenation or `String.format` — through SLF4J, log4j 2 or kotlin-logging, so the logger receives one finished string: the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, log4j 2's JsonTemplateLayout, OpenTelemetry), or with kotlin-logging `logger.atInfo { message = "Order moved"; payload = mapOf("order_id" to orderId, "status" to status) }`. An exception goes last, as the throwable argument, not into the text. — kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/MainActor.kt:143

What to do

  • Interpolated log message defeats structured logging
X5 · Nullable reference types2.0 / 10Weak✓ Tool-verified

Other · Code Health — Whether Scala's null is held to the type system and not undermined by assertions — a file compiled with `-Yexplicit-nulls` is one where `String` excludes null and `String | Null` admits it, a file under WartRemover's `Null` wart or Scalafix's `DisableSyntax.noNulls` is one whose code cannot write `null` and must say `Option`, and each `.nn`, `import scala.language.unsafeNulls` or null-lint suppression is the author overruling that.

Method: Roslyn compiler-options scan: NullableContextOptions per project; null-forgiving (!) suppression density per 1k syntax nodes. Deterministic, adoption plus suppression penalty.

  • No build over this repository's 104 Scala product file(s) passes `-Yexplicit-nulls`, enables WartRemover's `Null` wart or runs Scalafix's `DisableSyntax.noNulls`, so every reference type admits null and nothing reports a `null` written into the code or returned from a Java API — the first one to reach a method call is a `NullPointerException`. `Option` by convention is a habit no tool here holds the code to.

What to do

  • On Scala 3, add `-Yexplicit-nulls` to `scalacOptions` so `String` and `String | Null` mean different things, and type each Java API's result as nullable where it can return null; on Scala 2 (or as a first step), enable WartRemover's `Null` wart (`wartremoverErrors += Wart.Null`) or Scalafix's `DisableSyntax.noNulls = true` so the code holds absence in `Option`. Then pay the assertions down rather than adding to them: each `.nn` is a null the compiler could not rule out — wrap the Java value in `Option(…)` at the boundary, pattern-match on `null` once there, or change the API so the null cannot arrive; an `unsafeNulls` import switches the checking off for everything after it.

Reference — by lens

The score is the rank-weighted fold of these lenses (worst-heaviest), each including its meta-dimensions; a lens with a Critical contributor is capped at Fair (its band reads "gated by …") and is never the strongest area however high its average.

LensScoreRatingImpact
Code Health63%Adequate — gated by X4, X5Capped at Fair by a Critical contributor — resolve it before relying on this lens.
Architecture76%Adequate — gated by D26Capped at Fair by a Critical contributor — resolve it before relying on this lens.
Maturity50%Adequate — gated by D34, M2Capped at Fair by a Critical contributor — resolve it before relying on this lens.
Readiness60%Adequate — gated by D13Capped at Fair by a Critical contributor — resolve it before relying on this lens.
Security63%Adequate — gated by D29, D31Capped at Fair by a Critical contributor — resolve it before relying on this lens.
Domain Modelling91%ExemplarySolid.
Performance100%ExemplaryStrongest area.
Unscored — 1 check(s) recorded observations but carry no score

These checks ran and found something, but they do not carry a score — either by design (an advisory check reports evidence rather than grading it) or because they could not be scored here. They are excluded from the score for that reason, not because there was nothing to see.

  • D36 Supply-chain Provenance & Signing — 2 observation(s) recorded · The CI pipeline builds and tests but publishes no released artifact — no package publish, container push, GitHub release or deployment step. Supply-chain provenance, signing and SBOM attest RELEASED artifacts, so there is nothing to attest here. Add them to the release pipeline when this repo starts shipping artifacts (a published package, a container image, a deployed service or a tagged release). Build integrity and workflow-token hygiene are reported below: they describe what the CI runs and the token it runs with, neither of which is affected by whether the pipeline ships an artifact.
Not evidenced — 3 control(s) we could not find positive evidence for

These checks grade a working control, and the repository shows no evidence of one. That is deliberately not scored as a zero: a repository cannot show an ops runbook, a database TTL or an infrastructure-side audit log, so absence of evidence here is not evidence the control is missing. It is also not a statement that the check is irrelevant to this codebase — the thing it grades applies; we just could not see it. Excluded from the score either way.

  • C3 Audit Trail — Not assessed: these audit controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks audit controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
  • C4 Data Retention — Not assessed: these retention controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks retention controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
  • C5 Data-Subject Rights — Not assessed: these data-subject rights controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks data-subject rights controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
Not included — 51 check(s) not relevant to this codebase

These checks had nothing to measure here (no tests, no git history, the codebase is small, or the architecture style doesn't apply), so they're omitted above rather than scored low.

  • AC1 Text alternatives — Frontend below the scale floor (10 DOM element(s) < 25) — too little surface to assess accessibility.
  • AC2 Forms & labels — Frontend below the scale floor (10 DOM element(s) < 25) — too little surface to assess accessibility.
  • AC3 Page structure — Frontend below the scale floor (10 DOM element(s) < 25) — too little surface to assess accessibility.
  • AC4 Keyboard semantics — Frontend below the scale floor (10 DOM element(s) < 25) — too little surface to assess accessibility.
  • AC5 ARIA correctness — Frontend below the scale floor (10 DOM element(s) < 25) — too little surface to assess accessibility.
  • AC6 Visual & motion safety — Frontend below the scale floor (10 DOM element(s) < 25) — too little surface to assess accessibility.
  • AC7 A11y enforcement — Frontend below the scale floor (10 DOM element(s) < 25) — too little surface to assess accessibility.
  • AX1 Captive dependencies — not analysed — these correctness checks read a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
  • AX7 Slice cohesion — not applicable — not a vertical-slice architecture
  • AX8 Test isolation — no test/production split to check
  • AX9 CQS / query purity — no CQRS query handlers detected — query purity is not applicable to this codebase
  • AXB2 Runtime readiness — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
  • AXR1 Runtime accessibility — compose up failed (exit 18 — an image could not be pulled) — flyway Pulling dynamodb-setup Pulling dynamodb-admin Pulling localstack Pulling mysql Error Get "https://registry-1.docker.io/v2/": Forbidden dynamodb-local Error context canceled flyway Error context canceled dynamodb-setup Error context canceled localstack Error context canceled dynamodb-admin Error context canceled Error response from daemon: Get "https://registry-1.docker.io/v2/": Forbidden; the earlier `compose pull` step reported: dynamodb-setup Error Get "https://registry-1.docker.io/v2/": Forbidden localstack Error Get "https://registry-1.docker.io/v2/": Forbidden mysql Error Get "https://registry-1.docker.io/v2/": Forbidden flyway Error context canceled dynamodb-admin Error context canceled dynamodb-local Error context canceled Error response from daemon: Get "https://registry-1.docker.io/v2/": Forbidden; the runtime sandbox reaches registries only through the in-fence pull-through mirror, so an image the mirror does not carry cannot be fetched — this is a limit of our sandbox, not of your stack; runtime evidence skipped This is a statement about this run, not a statement about your application: nothing here says the surface is inaccessible, only that it was never rendered.
  • C1 Data Protection — Not assessed: these personal data controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks personal data controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
  • C2 Access Controls — Not assessed: these authorization controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks authorization controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
  • D10 Test Quality — ~2906 lines of test source are present (.scala, .java, .kt) but no test cases reached the test census for this repository — no test root we could resolve declared them, or the files we read declare no cases in a test framework we recognise — so skipped/assertion-free tests couldn't be counted. Not scored — this is a gap in the analyzer, not a finding about this repository.
  • D11 Test Reliability — Test reliability not included — the .scala suite was found but not re-run
  • D16 Bus Factor — single-maintainer repository — bus factor is not applicable
  • D18 Solution Shape — D18 scores the shape of a .NET solution; this repository has no .NET solution or project files, so the dimension does not apply.
  • D20 ADR Quality — N/A — this repo declares itself a template / kata / sample / demo; a formal ADR log is deferred to a real application built from it.
  • D22 Internal API Consistency — The exposed public-API surface could not be collected — no C#/VB projects loaded.
  • D23 Boundary Type-Coupling — No bounded-context organisation was detected either — neither a context-shaped layout, nor 2+ sibling source directories each declaring an aggregate root, nor 2+ projects each declaring an entity of their own. Declaring this codebase's bounded contexts (≥2) would let cross-boundary type coupling be assessed. Declare them in `.codehealth/config.yaml` at the repository root (create it if absent), mapping each context name to the module-path or namespace prefixes that belong to it — e.g. `architecture:` → `contexts:` → `Billing: ["src/billing", "Acme.Billing"]`, `Catalog: ["src/catalog", "Acme.Catalog"]`.
  • D24 Comment Value — No inline comments to assess — comment value is not applicable here.
  • D25 ADR Conformance — no ADRs to check
  • D27 Navigability — D27 counts a call into the standard library or a dependency as unresolved for this repository's language (.scala), so too few call sites counted as resolved to assess navigability. Not scored: this is a gap in the analyzer, not a verdict about this repository.
  • D32 Data Compliance (PII/GDPR) — 12 file(s) were not parsed by semgrep — the PII/GDPR ruleset never ran over them
  • D37 Vulnerability-disclosure Policy — No vulnerability-disclosure policy file found (SECURITY.md/.markdown/.rst/.txt at root or under .github/.forgejo/.gitea/docs, .well-known/security.txt). A coordinated-disclosure policy may live off-repo, so this is not evidenced rather than failed.
  • D39 IL Efficiency — D39 measures the IL emitted by a .NET build; this repository has no .NET solution or project files, so the dimension does not apply.
  • D44 Platform End-of-Life — Platform end-of-life not assessed — this repository declares no platform this pass reads
  • D7 Architectural Integrity — no checkable ADRs, and no project-reference graph for the cycle pass to read — so this dimension makes no claim about dependency cycles in either direction (where this repository's language has an import-cycle lens, cycles are reported there). Architectural integrity not assessed
  • D8 Code Coverage — Coverage not included — suite not readable by the collector
  • DM10 One transaction, one aggregate — no repository writes detected — no operation to judge against the one-aggregate rule
  • DM2 Strongly-typed ids — no id-bearing domain types detected — strongly-typed-id adoption not assessable
  • DM3 Integration-event coupling — no integration events detected — coupling check not applicable
  • DM4 Rich vs anemic model — no data-bearing entities detected — rich-vs-anemic model not assessable
  • DM7 Repository granularity — no repository abstraction detected (e.g. uses a document session)
  • ED1 Event-Driven — not scored — this repository shows none of the 3 signals this lens looks for
  • ED5 Idempotency — no mutating command handlers or message consumers detected — idempotency check not applicable
  • ES1 Event Sourcing — not scored — this repository shows none of the 3 signals this lens looks for
  • P12 CI test-gate honesty — Reported, not scored — and nothing was matched here. The coverage check applies to any stack, and the automatic-re-run check to any GitHub-Actions workflow, but the checks for excluded tests, skipped tests and sleep-based synchronisation currently recognise only some ecosystems' test-runner idioms, so on a repository built with another stack the zeros below mean 'not checked', not 'clean'.
  • P7 Outbound HTTP resilience — no outbound HTTP usage detected — no HTTP client call or construction in the JVM, JavaScript/TypeScript source (service entry point: java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/adaptor/http/controller/ThreadController.java:63 (@Path())
  • P9 Domain vs controller coverage — no coverage report found on disk — produce a coverage report in a standard format (`addSbtPlugin("org.scoverage" % "sbt-scoverage" % "<version>")` in `project/plugins.sbt`, then `sbt clean coverage test coverageReport`) and commit it — a hosted scan measures a clone of the repository, so a report that exists only in a working tree, a CI runner's or your own, never reaches it; the artefact is commonly gitignored, so `git add -f` that one file (or un-ignore its path) and commit it alongside the code it measures, or wire coverage collection into CI, to enable this cross-layer check
  • PF1 Benchmark discipline — Not applicable: no benchmark suite was found. This check searched for tinybench, mitata, benchmark.js, benny or vitest `bench(...)` calls in files that import them (or `*.bench.*` files), or one of those in a package.json, and for a `*benchmark*` script that this repository's CI runs. Benchmarks are credited as a bonus, so their absence is neither scored nor deducted.
  • PF2 Allocation hygiene — Not applicable: allocation awareness is rated where code engineers for it — at least 400 production lines that ship benchmarks or already use allocation-aware idioms (8 or more). This repository's Java, Kotlin and Scala code has 10,503 production line(s), 0 such use(s) and no benchmarks, so there is no allocation work to rate. The card is reward-only: its absence costs nothing.
  • S1 Web-Security Posture — Not assessed: these web-security controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks web-security controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
  • X10 Duplicated predicate — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
  • X2 Cancellation propagation — no C# was loaded; this repository's Scala, Java and Kotlin were read, and no request in it can be cancelled by a caller (Ktor, OkHttp's newCall or a URL stream, from a suspend function) — a Scala request takes no token: a Future cannot be cancelled, and cats-effect, ZIO and Monix interrupt the fiber that made the request from outside the call, not through a parameter; a Java request off Android takes no token: it is cancelled through the handle it returns (Future.cancel, Call.cancel, a Disposable), ambiently (io.grpc.Context) or by interrupting its thread, not through a parameter; a Kotlin request outside a suspend function has no caller's cancellation to honour
  • X32 Type resolved by simple name across every loaded assembly — This check is about how a .NET program searches the assemblies loaded into its process for a type, and this repository contains no .NET source, so there is nothing here for it to assess. Not a gap in the analyzer and not a finding about your code.
  • X6 Hand-rolled structured-format parsing — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
  • X7 Silent fallback defaults — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
  • X9 Subsumed condition operand — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.

Appendix A — Findings (grouped)

The findings behind the scores, grouped by severity, then by dimension and kind. The high-severity issues are enumerated in full below; items per group are capped at 25 with any overflow stated explicitly per group, never silently truncated. The complete machine-readable list of every finding (all severities) is the companion findings.md in this report's bundle.

Critical — 34 finding(s)
D31 · IaC & Container Security · High IaC · ×11
  • REDACTED
  • REDACTED
  • REDACTED
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  • REDACTED
  • REDACTED
  • REDACTED
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  • REDACTED
D29 · Static Analysis (SAST) · REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
D13 · Secret Scanning · Leaked secret · ×4
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
D29 · Static Analysis (SAST) · REDACTED
  • REDACTED
  • REDACTED
D30 · Dependency Vulnerabilities · High CVE · ×2
  • REDACTED
  • REDACTED
D31 · IaC & Container Security · Critical IaC · ×2
  • REDACTED
  • REDACTED
D14 · License Compliance · Banned license · ×1
  • Banned license: mysql:mysql-connector-java — `mysql:mysql-connector-java` 8.0.30 is published on Maven Central under `GPL-2.0`, which this policy bans, and this repository declares it in its sbt build. The licence was read from the artifact's POM `<licenses>` block — following `<parent>` where the POM inherits them — and normalised to SPDX before it was judged, because Maven publishes the name as free text (`GNU Affero General Public License v3` is AGPL-3.0). Where a POM lists several licences they are read as a CHOICE, per Maven's own documentation, so this is charged only because EVERY listed licence is banned. Replace the dependency, or record an accepted exception.
D29 · Static Analysis (SAST) · REDACTED · ×1
  • REDACTED
D29 · Static Analysis (SAST) · REDACTED · ×1
  • REDACTED
D29 · Static Analysis (SAST) · REDACTED · ×1
  • REDACTED
DM6 · Domain ↔ infrastructure boundary · Domain depends on infrastructure · ×1
  • Domain depends on infrastructure: ThreadEvent scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/ThreadEvent.scala:25 — `ThreadEvent` (domain) — the domain type's supertype is an infrastructure/framework type from `com.github.j5ik2o.adceet.infrastructure.serde` — the domain state/event is fused to the framework. Invert the dependency: keep the domain core free of framework/transport types (derive codecs on a boundary DTO; express infra behind a domain-owned port).
Serious — 68 finding(s)
D31 · IaC & Container Security · Medium IaC · ×49
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
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  • REDACTED
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  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • REDACTED
  • + 24 more in this group — see findings.md.
D29 · Static Analysis (SAST) · REDACTED · ×2
  • REDACTED
  • REDACTED
D36 · Supply-chain Provenance & Signing REDACTED · ×2
  • REDACTED
  • REDACTED
D4 · Code Duplication · Duplicated block (14 lines × 2) · ×2
  • Duplicated block (14 lines × 2) scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/AccountId.scala:21 — scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/AccountId.scala:21-34 | scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/adaptor/http/validation/AccountId.scala:21-34 — before extracting anything, compare `scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/AccountId.scala` and `scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/adaptor/http/validation/AccountId.scala` as WHOLE FILES: 88% of the shorter file's lines also appear in the other, so this reads as one file having been copied from the other rather than as a helper waiting to be extracted. The 1 duplicated block(s) this scan matched between them are fragments of that copy, not the extent of it — treat the file pair as the unit. The two sit in different directories, so one cannot simply be deleted in favour of the other while both are reached separately: hoist the shared part into a location both already depend on and have each file call it, and retire whichever file turns out to have no caller of its own left. Extracting one helper per block leaves the fork in place. Read the line range as the matched WINDOW rather than a finished unit: at `scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/AccountId.scala:21` it runs out through the closing brace of the declaration holding it and carries on into the declaration that follows — the window is the tail of one member plus the head of the next, so no call can be substituted for those exact lines, and the smallest declaration that contains all of them is the type they sit in. The repeated unit is the member each site sits in: where those members' bodies are the same, move one whole member to the shared location and have the others delegate to it; where the copies are a run of near-identical overloads or wrappers that differ only in their signatures, the repetition IS the run — a one-line delegation has no helper inside it to lift — so generate the run from the set it enumerates, or accept it and keep each member's own documentation with it.
  • Duplicated block (14 lines × 2) scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/ThreadId.scala:21 — scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/ThreadId.scala:21-34 | scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/adaptor/http/validation/ThreadId.scala:21-34 — before extracting anything, compare `scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/ThreadId.scala` and `scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/adaptor/http/validation/ThreadId.scala` as WHOLE FILES: 88% of the shorter file's lines also appear in the other, so this reads as one file having been copied from the other rather than as a helper waiting to be extracted. The 1 duplicated block(s) this scan matched between them are fragments of that copy, not the extent of it — treat the file pair as the unit. The two sit in different directories, so one cannot simply be deleted in favour of the other while both are reached separately: hoist the shared part into a location both already depend on and have each file call it, and retire whichever file turns out to have no caller of its own left. Extracting one helper per block leaves the fork in place. Read the line range as the matched WINDOW rather than a finished unit: at `scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/ThreadId.scala:21` it runs out through the closing brace of the declaration holding it and carries on into the declaration that follows — the window is the tail of one member plus the head of the next, so no call can be substituted for those exact lines, and the smallest declaration that contains all of them is the type they sit in. The repeated unit is the member each site sits in: where those members' bodies are the same, move one whole member to the shared location and have the others delegate to it; where the copies are a run of near-identical overloads or wrappers that differ only in their signatures, the repetition IS the run — a one-line delegation has no helper inside it to lift — so generate the run from the set it enumerates, or accept it and keep each member's own documentation with it.
D17 · Explicit Debt · FixmeComment · ×1
  • FixmeComment kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/MainActor.kt:79 — // FIXME: タイムアウトを設定する — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `// REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
D29 · Static Analysis (SAST) · REDACTED · ×1
  • REDACTED
D30 · Dependency Vulnerabilities · Medium CVE · ×1
  • REDACTED
D4 · Code Duplication · Duplicated block (19 lines × 2) · ×1
  • Duplicated block (19 lines × 2) common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/adaptor/http/SwaggerDocService.scala:44 — common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/adaptor/http/SwaggerDocService.scala:44-62 | scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/adaptor/http/SwaggerDocService.scala:44-62 — before extracting anything, compare `common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/adaptor/http/SwaggerDocService.scala` and `scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/adaptor/http/SwaggerDocService.scala` as WHOLE FILES: 95% of the shorter file's lines also appear in the other, so this reads as one file having been copied from the other rather than as a helper waiting to be extracted. The 1 duplicated block(s) this scan matched between them are fragments of that copy, not the extent of it — treat the file pair as the unit. The two sit in different directories, so one cannot simply be deleted in favour of the other while both are reached separately: hoist the shared part into a location both already depend on and have each file call it, and retire whichever file turns out to have no caller of its own left. Extracting one helper per block leaves the fork in place. Each matched range is the entire body of the declaration above it, so the region is already a complete unit: move that whole declaration to the shared location and have each site call it, rather than lifting the lines out of their bodies. Any `return` inside it is the body's own exit and keeps its meaning in the moved unit.
D4 · Code Duplication · Duplicated block (17 lines × 2) · ×1
  • Duplicated block (17 lines × 2) scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/MainActor.scala:69 — scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/MainActor.scala:69-85 | scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:115-131 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/MainActor.scala:69` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
D4 · Code Duplication · Duplicated block (15 lines × 2) · ×1
  • Duplicated block (15 lines × 2) scala/infrastructure-scala/src/main/scala/com/github/j5ik2o/adceet/infrastructure/aws/AmazonCloudWatchUtil.scala:59 — scala/infrastructure-scala/src/main/scala/com/github/j5ik2o/adceet/infrastructure/aws/AmazonCloudWatchUtil.scala:59-73 | scala/infrastructure-scala/src/main/scala/com/github/j5ik2o/adceet/infrastructure/aws/AmazonDynamoDBStreamsUtil.scala:60-74 — the copies sit in sibling files of one directory, so a shared home is within easy reach: extract the block into a single shared function the call sites can all reach — a file they already depend on, or a new one alongside them — and call it from both call sites, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `scala/infrastructure-scala/src/main/scala/com/github/j5ik2o/adceet/infrastructure/aws/AmazonCloudWatchUtil.scala:59` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
D4 · Code Duplication · Duplicated block (5 lines × 2) · ×1
  • Duplicated block (5 lines × 2) scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/DISettings.scala:27 — scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/DISettings.scala:27-31 | scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/DISettings.scala:41-45 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. ★ These copies have DRIFTED, and that is worth reading before extracting anything: just before the matched lines, `scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/DISettings.scala:39` calls `getLogger` and `scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/DISettings.scala:26` does not — after which the two agree again for 2 more lines. One of those two behaviours is the intended one and the other is what a copy-paste left behind, so decide which BEFORE unifying them: extracting the shared part will silently settle it, and if the copy that skips the call is the wrong one, that bug is already live.
D4 · Code Duplication · Duplicated block (19 lines × 3) · ×1
  • Duplicated block (19 lines × 3) scala/infrastructure-scala/src/main/scala/com/github/j5ik2o/adceet/infrastructure/aws/AmazonCloudWatchUtil.scala:30 — scala/infrastructure-scala/src/main/scala/com/github/j5ik2o/adceet/infrastructure/aws/AmazonCloudWatchUtil.scala:30-48 | scala/infrastructure-scala/src/main/scala/com/github/j5ik2o/adceet/infrastructure/aws/AmazonDynamoDBStreamsUtil.scala:30-49 | scala/infrastructure-scala/src/main/scala/com/github/j5ik2o/adceet/infrastructure/aws/AmazonDynamoDBUtil.scala:30-49 — the copies sit in sibling files of one directory, so a shared home is within easy reach: extract the block into a single shared function the call sites can all reach — a file they already depend on, or a new one alongside them — and call it from all 3 call sites, so a change lands once.
D4 · Code Duplication · Duplicated block (16 lines × 2) · ×1
  • Duplicated block (16 lines × 2) common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/journal/JournalPluginTraceReporter.scala:14 — common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/journal/JournalPluginTraceReporter.scala:14-44 | common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/snapshot/SnapshotPluginTraceReporter.scala:15-30 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
D4 · Code Duplication · Duplicated block (13 lines × 2) · ×1
  • Duplicated block (13 lines × 2) scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/MessageId.scala:21 — scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/MessageId.scala:21-33 | scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/adaptor/http/validation/MessageId.scala:21-33 — before extracting anything, compare `scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/MessageId.scala` and `scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/adaptor/http/validation/MessageId.scala` as WHOLE FILES: 88% of the shorter file's lines also appear in the other, so this reads as one file having been copied from the other rather than as a helper waiting to be extracted. The 1 duplicated block(s) this scan matched between them are fragments of that copy, not the extent of it — treat the file pair as the unit. The two sit in different directories, so one cannot simply be deleted in favour of the other while both are reached separately: hoist the shared part into a location both already depend on and have each file call it, and retire whichever file turns out to have no caller of its own left. Extracting one helper per block leaves the fork in place. Read the line range as the matched WINDOW rather than a finished unit: at `scala/domain-scala/src/main/scala/com/github/j5ik2o/adceet/domain/MessageId.scala:21` it runs out through the closing brace of the declaration holding it and carries on into the declaration that follows — the window is the tail of one member plus the head of the next, so no call can be substituted for those exact lines, and the smallest declaration that contains all of them is the type they sit in. The repeated unit is the member each site sits in: where those members' bodies are the same, move one whole member to the shared location and have the others delegate to it; where the copies are a run of near-identical overloads or wrappers that differ only in their signatures, the repetition IS the run — a one-line delegation has no helper inside it to lift — so generate the run from the set it enumerates, or accept it and keep each member's own documentation with it.
D4 · Code Duplication · Duplicated block (27 lines × 2) · ×1
  • Duplicated block (27 lines × 2) scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/adaptor/http/validation/Validation.scala:28 — scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/adaptor/http/validation/Validation.scala:28-54 | scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/adaptor/http/validation/Validation.scala:29-55 — before extracting anything, compare `scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/adaptor/http/validation/Validation.scala` and `scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/adaptor/http/validation/Validation.scala` as WHOLE FILES: 92% of the shorter file's lines also appear in the other, so this reads as one file having been copied from the other rather than as a helper waiting to be extracted. The 1 duplicated block(s) this scan matched between them are fragments of that copy, not the extent of it — treat the file pair as the unit. The two sit in different directories, so one cannot simply be deleted in favour of the other while both are reached separately: hoist the shared part into a location both already depend on and have each file call it, and retire whichever file turns out to have no caller of its own left. Extracting one helper per block leaves the fork in place.
D4 · Code Duplication · Duplicated block (5 lines × 4) · ×1
  • Duplicated block (5 lines × 4) common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/V2MetricPublisher.scala:94 — common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/V2MetricPublisher.scala:94-98 | common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/V2MetricPublisher.scala:107-111 | common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/V2MetricPublisher.scala:120-124 | common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/V2MetricPublisher.scala:133-137 — all 4 copies are in the same file, so extract the block into one function there and call it from every one of those sites — resolving only two of them leaves the rest to drift apart the first time one is edited. Read the line range as the matched WINDOW rather than a finished unit: at `common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/V2MetricPublisher.scala:94` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
D6 · Cohesion (LCOM4) · Low cohesion · ×1
  • Low cohesion: SnapshotPluginMetricReporter (LCOM4 8) common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/snapshot/SnapshotPluginMetricReporter.scala:11 — SnapshotPluginMetricReporter's methods fall into 8 groups that share no field and call none of each other, against a bar of more than 3 for this run (LCOM4, configurable — your repository's bar is the one quoted here). Each group is a set of methods reachable from one another through shared fields or direct calls, so 8 groups means the type has that many internally-connected clusters with nothing tying them together. Types whose shape makes a high count expected — and which would otherwise dominate this list — are excluded before this row is raised, so this is a genuine split candidate rather than a metric reading. It is still a shape, not a defect: confirm the groups match responsibilities you can name before splitting.
Minor — 146 finding(s)
D31 · IaC & Container Security · Low IaC · ×47
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  • + 22 more in this group — see findings.md.
D34 · Knowledge Freshness · Orphaned file · ×43
  • Orphaned file scala/read-model-updater-scala/src/main/scala/com/github/j5ik2o/adceet/api/rmu/ThreadReadModelUpdater.scala:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file REDACTED:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/V2MetricPublisher.scala:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/adaptor/http/controller/ThreadController.java:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/adaptor/http/controller/ThreadController.kt:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file REDACTED:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/adaptor/aggregate/ThreadAggregate.java:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file scala/read-model-updater-scala/src/main/scala/com/github/j5ik2o/adceet/api/rmu/Main.scala:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/adaptor/http/controller/ThreadController.scala:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/MainActor.kt:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file project/Settings.scala:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file scala/infrastructure-scala/src/main/scala/com/github/j5ik2o/adceet/infrastructure/aws/ClientConfigurationUtil.scala:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/adaptor/aggregate/ThreadAggregate.kt:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/aggregate/ThreadAggregate.scala:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/DISettings.kt:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/RequestHandler.scala:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/snapshot/SnapshotPluginMetricReporter.scala:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/MainActor.scala:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/adaptor/aggregate/protocol/ThreadAggregateProtocol.java:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/adaptor/aggregate/ShardedThreadAggregate.java:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file kotlin/write-api-server-kotlin/src/main/kotlin/com/github/j5ik2o/adceet/api/write/adaptor/aggregate/ThreadPersist.kt:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/MainActorFactory.java:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file common/interface-adaptor/src/main/scala/com/github/j5ik2o/adceet/adaptor/healthchecks/core/route/HealthCheckRoutes.scala:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • Orphaned file project/EcrPlugin.scala:1 — No one still active in this repository holds living knowledge of this file: everyone who made a meaningful change to it has gone quiet, or what the current team did to it (moves, reformatting, log-level or import edits, renames) never needed understanding it. If it breaks, no one currently understands it. Attach the read to the next change that touches it: have a second person review that change, and leave behind a short comment or test recording what the file is for.
  • + 18 more in this group — see findings.md.
X4 · Structured logging · Interpolated log message defeats structured logging · ×40
  • Interpolated log message defeats structured logging common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/V2MetricPublisher.scala:146 — `debug` at line 146 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.debug("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/RequestHandler.scala:81 — `debug` at line 81 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.debug("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/RequestHandler.scala:87 — `debug` at line 87 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.debug("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging common/write-api-base/src/main/scala/com/github/j5ik2o/adceet/api/write/infrastructure/akka/persistence/dynamodb/RequestHandler.scala:102 — `debug` at line 102 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.debug("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/MainActor.scala:52 — `info` at line 52 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/MainActor.scala:75 — `info` at line 75 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/MainActor.scala:79 — `error` at line 79 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.error("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/MainActor.scala:83 — `info` at line 83 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/read-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/read/Main.scala:50 — `info` at line 50 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/read-model-updater-scala/src/main/scala/com/github/j5ik2o/adceet/api/rmu/ThreadReadModelUpdater.scala:235 — `debug` at line 235 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.debug("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/read-model-updater-scala/src/main/scala/com/github/j5ik2o/adceet/api/rmu/Main.scala:161 — `info` at line 161 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/read-model-updater-scala/src/main/scala/com/github/j5ik2o/adceet/api/rmu/Main.scala:165 — `error` at line 165 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.error("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:40 — `info` at line 40 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:43 — `info` at line 43 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:45 — `info` at line 45 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:58 — `info` at line 58 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:108 — `info` at line 108 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:121 — `info` at line 121 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:125 — `error` at line 125 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.error("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:129 — `info` at line 129 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:137 — `info` at line 137 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:144 — `info` at line 144 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:151 — `info` at line 151 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:152 — `info` at line 152 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • Interpolated log message defeats structured logging scala/write-api-server-scala/src/main/scala/com/github/j5ik2o/adceet/api/write/MainActor.scala:156 — `info` at line 156 is handed an interpolated string as its message through SLF4J, so the logger receives one finished string — the values in it cannot be queried, filtered or aggregated as fields, every occurrence reads as a different message, and the string is built even when the level is filtered out. Pass a constant pattern and the values beside it instead: `log.info("Order {} moved to {}", orderId, status)`, which keeps the pattern and its arguments apart on the event for a structured encoder (logstash-logback-encoder, OpenTelemetry), or `log.atInfo().addKeyValue("order_id", orderId).log("order moved")` with SLF4J 2's fluent API. scala-logging's `LazyLogging` logger takes an `s"…"` message apart into that pattern at compile time, so switching to it is also a fix.
  • + 15 more in this group — see findings.md.
P2 · Observability · Console output used as the logging channel · ×6
  • Console output used as the logging channel common/write-api-base/src/main/resources/swagger/swagger-ui.js:1 — `common/write-api-base/src/main/resources/swagger/swagger-ui.js` reports through `console.*` at line 1 although other files in its module log through a logger. Console lines carry no level, fields or correlation and never reach the log pipeline.
  • Console output used as the logging channel common/write-api-base/src/main/resources/swagger/swagger-ui-standalone-preset.js:2 — `common/write-api-base/src/main/resources/swagger/swagger-ui-standalone-preset.js` reports through `console.*` at line 2 although other files in its module log through a logger. Console lines carry no level, fields or correlation and never reach the log pipeline.
  • Console output used as the logging channel common/write-api-base/src/main/resources/swagger/swagger-ui-es-bundle-core.js:2 — `common/write-api-base/src/main/resources/swagger/swagger-ui-es-bundle-core.js` reports through `console.*` at line 2 although other files in its module log through a logger. Console lines carry no level, fields or correlation and never reach the log pipeline.
  • Console output used as the logging channel scala/read-api-server-scala/src/main/resources/swagger/swagger-ui.js:1 — `scala/read-api-server-scala/src/main/resources/swagger/swagger-ui.js` reports through `console.*` at line 1 although other files in its module log through a logger. Console lines carry no level, fields or correlation and never reach the log pipeline.
  • Console output used as the logging channel scala/read-api-server-scala/src/main/resources/swagger/swagger-ui-standalone-preset.js:2 — `scala/read-api-server-scala/src/main/resources/swagger/swagger-ui-standalone-preset.js` reports through `console.*` at line 2 although other files in its module log through a logger. Console lines carry no level, fields or correlation and never reach the log pipeline.
  • Console output used as the logging channel scala/read-api-server-scala/src/main/resources/swagger/swagger-ui-es-bundle-core.js:2 — `scala/read-api-server-scala/src/main/resources/swagger/swagger-ui-es-bundle-core.js` reports through `console.*` at line 2 although other files in its module log through a logger. Console lines carry no level, fields or correlation and never reach the log pipeline.
M4 · Documentation accuracy · README/code drift · ×2
  • README/code drift docs/AWS_SETUP.md:178 — docs/AWS_SETUP.md documents the environment variable `DASHBOARD_NS`, but no code, script or configuration file names it. Checked without a model against the repository: its files and folders, the scripts and dependencies of every package.json, the projects, namespaces, package references and target frameworks of the .NET build, the SDK and Node pins, and the identifiers of every file that is not a document; the documents' own text never counts. A footprint generated at build time, read only by a platform, or living outside this repository is not seen, and this row is then wrong.
  • README/code drift tools/terraform/README.md:48 — tools/terraform/README.md runs `./update-kubeconfig.sh`, but `update-kubeconfig.sh` does not exist. Checked without a model against the repository: its files and folders, the scripts and dependencies of every package.json, the projects, namespaces, package references and target frameworks of the .NET build, the SDK and Node pins, and the identifiers of every file that is not a document; the documents' own text never counts. A footprint generated at build time, read only by a platform, or living outside this repository is not seen, and this row is then wrong.
D26 · Project Cohesion · Projects may be oversized for their cohesion · ×1
  • Projects may be oversized for their cohesion — 1 of 1 project(s) overshoot their size bounds, lowering Project Cohesion to 0.0/10. The most over is `(repository root)` (9486 LoC, 381 module-visible types across 51 directories). Review these for cohesion — draw the boundary inside the module first (group each responsibility into its own package or directory and keep the cross-boundary members non-public), since splitting a published package moves types between packages and breaks consumers.
D34 · Knowledge Freshness · Dormant codebase · ×1
  • Dormant codebase — 43 of 43 significant files have no living knowledge — the codebase as a whole is dormant, not 43 separate risks. Counted over 43 of the 221 production source files in this repository: the rest are under the ~2,400-byte size floor this dimension measures over. Re-engage owners or document before change.
D40 · Network Egress Confinement · No network policy · ×1
  • No network policy — No Kubernetes NetworkPolicy (or Cilium policy) found. Without one, every pod can talk to every other pod and reach out to the internet by default. Add a default-deny policy and open only the flows you need.
D42 · Runtime Threat Enforcement · No runtime threat detection · ×1
  • No runtime threat detection — No runtime threat-detection engine (Tetragon TracingPolicy / Falco) is committed. These observe process, file and network activity in-kernel and can alert or kill on malicious behaviour a static scan cannot catch.
D42 · Runtime Threat Enforcement · No admission-control policy · ×1
  • No admission-control policy — No policy-enforcement gate (Kyverno / OPA Gatekeeper / PodSecurity admission) is committed. Admission control keeps workloads that violate your security baseline from ever reaching the cluster.
M2 · Architecture documentation · No ADRs · ×1
  • No ADRs — No Architecture Decision Records found — no conventional ADR directory, no numbered `NNNN-title` documents in any markup this check reads, and nothing ADR-shaped by content. Design rationale recorded elsewhere (a design-notes tree, a mailing list, pull-request discussion) is not visible to this check and is not re-findable per decision, so a future maintainer cannot ask why one choice was made and get an answer.
P6 · Release Hygiene · No changelog · ×1
  • No changelog — No CHANGELOG/HISTORY/RELEASES file — what shipped when isn't easy to reconstruct for support or audit. (Versioning/tagging makes releases traceable, but a changelog records the what.)
X5 · Nullable reference types · Scala's null is not held to the type system everywhere · ×1
  • Scala's null is not held to the type system everywhere — No build over this repository's 104 Scala product file(s) passes `-Yexplicit-nulls`, enables WartRemover's `Null` wart or runs Scalafix's `DisableSyntax.noNulls`, so every reference type admits null and nothing reports a `null` written into the code or returned from a Java API — the first one to reach a method call is a `NullPointerException`. `Option` by convention is a habit no tool here holds the code to.
Minor — 61 finding(s)
D12 · Dependency Hygiene · Outdated · ×61
  • Outdated: ch.megard:akka-http-cors_2.13 — `ch.megard %% akka-http-cors_2.13` is declared at 1.2.0 in REDACTED, but 1.3.1 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.2.0 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: ch.qos.logback:logback-classic — `ch.qos.logback %% logback-classic` is declared at 1.3.1 in REDACTED, but 1.6.5 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.3.1 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.amazonaws:aws-java-sdk-cloudwatch — `com.amazonaws %% aws-java-sdk-cloudwatch` is declared at 1.12.641 in REDACTED, but 1.12.797 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.12.641 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.amazonaws:aws-java-sdk-dynamodb — `com.amazonaws %% aws-java-sdk-dynamodb` is declared at 1.12.641 in REDACTED, but 1.12.797 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.12.641 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.amazonaws:aws-java-sdk-s3 — `com.amazonaws %% aws-java-sdk-s3` is declared at 1.12.329 in REDACTED, but 1.12.797 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.12.329 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.amazonaws:aws-java-sdk-sqs — `com.amazonaws %% aws-java-sdk-sqs` is declared at 1.12.329 in REDACTED, but 1.12.797 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.12.329 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.amazonaws:aws-java-sdk-sts — `com.amazonaws %% aws-java-sdk-sts` is declared at 1.12.641 in REDACTED, but 1.12.797 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.12.641 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.beachape:enumeratum_2.13 — `com.beachape %% enumeratum_2.13` is declared at 1.7.3 in REDACTED, but 1.9.8 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.7.3 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.fasterxml.jackson.module:jackson-module-kotlin — `com.fasterxml.jackson.module %% jackson-module-kotlin` is declared at 2.16.1 in REDACTED, but 2.22.4 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 2.16.1 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.fasterxml.jackson.module:jackson-module-scala_2.13 — `com.fasterxml.jackson.module %% jackson-module-scala_2.13` is declared at 2.16.1 in REDACTED, but 2.22.4 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 2.16.1 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.github.j5ik2o:akka-kinesis-kcl-dynamodb-streams_2.13 — `com.github.j5ik2o %% akka-kinesis-kcl-dynamodb-streams_2.13` is declared at 1.0.349 in REDACTED, but 1.0.351 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.0.349 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.github.j5ik2o:akka-persistence-dynamodb-journal-v1_2.13 — `com.github.j5ik2o %% akka-persistence-dynamodb-journal-v1_2.13` is declared at 1.14.196 in REDACTED, but 1.16.492 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.14.196 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.github.j5ik2o:akka-persistence-dynamodb-journal-v2_2.13 — `com.github.j5ik2o %% akka-persistence-dynamodb-journal-v2_2.13` is declared at 1.14.196 in REDACTED, but 1.16.492 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.14.196 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.github.j5ik2o:akka-persistence-dynamodb-snapshot-v1_2.13 — `com.github.j5ik2o %% akka-persistence-dynamodb-snapshot-v1_2.13` is declared at 1.14.196 in REDACTED, but 1.16.492 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.14.196 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.github.j5ik2o:akka-persistence-dynamodb-snapshot-v2_2.13 — `com.github.j5ik2o %% akka-persistence-dynamodb-snapshot-v2_2.13` is declared at 1.14.196 in REDACTED, but 1.16.492 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.14.196 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.github.scopt:scopt_2.13 — `com.github.scopt %% scopt_2.13` is declared at 4.0.1 in REDACTED, but 4.2.0 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 4.0.1 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.github.swagger-akka-http:swagger-akka-http_2.13 — `com.github.swagger-akka-http %% swagger-akka-http_2.13` is declared at 2.7.0 in REDACTED, but 2.11.0 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 2.7.0 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.lightbend.akka.discovery:akka-discovery-aws-api-async_2.13 — `com.lightbend.akka.discovery %% akka-discovery-aws-api-async_2.13` is declared at 1.1.3 in REDACTED, but 1.4.1 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.1.3 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.lightbend.akka.discovery:akka-discovery-kubernetes-api_2.13 — `com.lightbend.akka.discovery %% akka-discovery-kubernetes-api_2.13` is declared at 1.1.3 in REDACTED, but 1.4.1 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.1.3 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.lightbend.akka.management:akka-management-cluster-bootstrap_2.13 — `com.lightbend.akka.management %% akka-management-cluster-bootstrap_2.13` is declared at 1.1.3 in REDACTED, but 1.4.1 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.1.3 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.lightbend.akka.management:akka-management-cluster-http_2.13 — `com.lightbend.akka.management %% akka-management-cluster-http_2.13` is declared at 1.1.3 in REDACTED, but 1.4.1 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.1.3 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.lightbend.akka.management:akka-management_2.13 — `com.lightbend.akka.management %% akka-management_2.13` is declared at 1.1.3 in REDACTED, but 1.4.1 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 1.1.3 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.sun.xml.bind:jaxb-impl — `com.sun.xml.bind %% jaxb-impl` is declared at 4.0.4 in REDACTED, but 4.0.9 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 4.0.4 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.typesafe.akka:akka-actor-testkit-typed_2.13 — `com.typesafe.akka %% akka-actor-testkit-typed_2.13` is declared at 2.6.19 in REDACTED, but 2.8.8 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 2.6.19 until the declaration is edited — there is no lockfile refresh that would move it.
  • Outdated: com.typesafe.akka:akka-actor-typed_2.13 — `com.typesafe.akka %% akka-actor-typed_2.13` is declared at 2.6.19 in REDACTED, but 2.8.8 is the current release on Maven Central. An sbt declaration names an exact version, so this repository builds against 2.6.19 until the declaration is edited — there is no lockfile refresh that would move it.
  • + 36 more in this group — see findings.md.

Appendix B — Reproduction & audit trail

Every external tool invocation behind a deep-scan dimension — the tool, its captured version, the exact command, how many findings it yielded, and a link to the retained raw output. To reproduce any finding: check out the same commit and run the command shown (repo-relative — never an absolute scratch path). The complete raw scanner output is retained verbatim under artifacts/raw/ (indexed in artifacts/raw/index.json); per-invocation exit codes and wall-clock durations are in sidecar.json — kept out of this table so the rendered report stays byte-identical across runs of the same commit.

DimensionToolVersionCommandFindingsRaw output
D28 · Secrets (history)gitleaks—gitleaks detect --no-banner --config /opt/gitleaks-rules/watchdog-gitleaks.toml --report-format json --report-path /tmp/watchdog-gitleaks-e9f861422e084ddf830f0741f00c777c/history.json --exit-code 0 --source .0artifacts/raw/gitleaks-history.json
D28 · Secrets (history)gitleaks—gitleaks detect --no-git --no-banner --config /opt/gitleaks-rules/watchdog-gitleaks.toml --report-format json --report-path /tmp/watchdog-gitleaks-e9f861422e084ddf830f0741f00c777c/tree.json --exit-code 0 --source .0artifacts/raw/gitleaks-tree.json
D29 · Static Analysis (SAST)semgrep—semgrep --config /opt/semgrep-rules/security-audit.yml --config /opt/semgrep-rules/owasp-top-ten.yml --config /opt/semgrep-rules/watchdog-sast.yml --json --quiet --timeout 10 --timeout-threshold 3 --metrics off .16artifacts/raw/semgrep.json
D30 · Dependency Vulnerabilitiesosv-scanner—osv-scanner --format json --recursive --experimental-disable-plugins transitivedependency/requirements --experimental-disable-plugins dotnet/csproj --experimental-disable-plugins dotnet/nugetcpm . /tmp/codehealth-osv-sbom-a0131cb360c34a7bbb8d374ec149c8f33artifacts/raw/osv-scanner.json
D31 · IaC & Container Securitytrivy—trivy config --format json --quiet .109artifacts/raw/trivy-config.json
D32 · Data Compliance (PII/GDPR)semgrep—semgrep: not applicable — No personal data was found crossing a boundary the PII/GDPR ruleset checks — nothing written to a log or console sink, placed in a URL or query string, or persisted to browser storage. That is a clean result for the LEAK surface only: this ruleset detects personal data escaping, it does not inventory the personal data a repository holds, so it is not evidence that this repository has no personal-data surface. The personal-data map (Appendix C) and the C1-C5 compliance cards are what speak to that. semgrep could not parse 12 file(s) — `common/write-api-base/src/main/resources/swagger/swagger-ui-es-bundle-core.js`, `common/write-api-base/src/main/resources/swagger/swagger-ui.js`, `java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/adaptor/aggregate/ShardedThreadAggregate.java`, `java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/adaptor/aggregate/ThreadAggregate.java`, `java/write-api-server-java/src/main/java/com/github/j5ik2o/adceet/api/write/adaptor/aggregate/ThreadPersistFactory.java`, … (+7 more) — so the PII/GDPR sweep did not cover the unparsed regions of them; rows reported elsewhere in those files are real.0—
D37 · Vulnerability-disclosure Policydisclosure—disclosure: not applicable — No vulnerability-disclosure policy file found (SECURITY.md/.markdown/.rst/.txt at root or under .github/.forgejo/.gitea/docs, .well-known/security.txt). A coordinated-disclosure policy may live off-repo, so this is not evidenced rather than failed.0—
D43 · Malicious Dependenciesosv-scanner—osv-scanner --format json --recursive --experimental-disable-plugins transitivedependency/requirements --experimental-disable-plugins dotnet/csproj --experimental-disable-plugins dotnet/nugetcpm . /tmp/codehealth-osv-sbom-a0131cb360c34a7bbb8d374ec149c8f30artifacts/raw/osv-scanner.json

Run 01a160a3-3c4a-7234-afff-c5346c529978 · every finding is also locatable in findings.md, and the complete scoring record (with exit codes + durations) in sidecar.json.

Issues: 34 · Warnings: 68 · Recommendations: 146 · Info: 61 — Appendix A · all findings · full markdown report.
Generated by Watchdog — deterministic code-health analysis. 21-10-2026 @ 22:44 UTC.

Downloadable artifacts

Machine-readable and reproducible from this commit + frozen rubric — drop them straight into a contract appendix, a CRA dossier, or a downstream SCA / VEX tool.

⬇ Findings, MITRE CWE-tagged .sarif⬇ Health changelog .md