Executive summary
longfellowone/field-services scores 44 out of 100, but it is rated At risk while a critical security finding is open; the score itself is unchanged. The project hasn't declared a stable release yet, so its lenses are rated against a lower bar than a released product's, while the score itself is worked out as for any repository.
The weakest lens counts most in the score, and here that is Production Readiness, which scores 29 and is rated Weak. Its CI/CD gates dimension scores 0 out of 10, and until that reaches 4, Production Readiness can't be rated higher than Adequate. The first actions are to resolve the 3 Deprecated module finding(s) in Dependency Hygiene and to resolve the 1 No ADRs found finding(s) in ADR Quality, and if Production Readiness rose to 70, the score would rise from 44 to about 57.
15 findings are critical: seven in IaC & Container Security, six in Dependency Vulnerabilities, one in Change Coupling and one in Secrets (history).
Watchdog couldn't measure 31 dimensions in this code, among them Code Coverage, Test Reliability and License Compliance, so they are left out of the score. The product code is 3,695 lines, which would take an estimated 0.1 person-years, around €4,300, to rebuild.
If Production Readiness rose from 29 to 70, the lowest score rated Strong, the score would rise from 44 to about 57.
New since the last survey: 2 findings
- Secrets (history) · REDACTED
- Change Coupling · Boundary-crossing change coupling: REDACTED ↔ order.go REDACTED
Rebuild cost: about €4,300 · Estimate
| Cost to rebuild | €1,400 to €7,200, for 24 to 76 hours of work, about 0.1 person-years for one engineer |
|---|---|
| Difficulty of the problem | Standard, 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 | ×0.7 at a score of 44. 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. |
| Size | Small: 3,695 lines of product code |
Top priorities
Diagnosis: what the measurements show together
Architecture: which parts of the code depend on which
| uses → | 1 field/cmd/graphqlsvc | 2 field/cmd/grpcsvc | 3 field/supply | 4 field/supply/archive | 5 field/supply/archive/temp | 6 field/supply/archive/temp/cmd | 7 field/supply/archive/wire | 8 field/supply/auth | 9 field/supply/ordering | 10 field/supply/purchasing | 11 field/supply/search | 12 field/supply/graphql | 13 field/supply/grpc | 14 field/supply/mongo | 15 field/supply/postgres |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 field/cmd/graphqlsvc | |||||||||||||||
| 2 field/cmd/grpcsvc | |||||||||||||||
| 3 field/supply | |||||||||||||||
| 4 field/supply/archive | |||||||||||||||
| 5 field/supply/archive/temp | |||||||||||||||
| 6 field/supply/archive/temp/cmd | |||||||||||||||
| 7 field/supply/archive/wire | |||||||||||||||
| 8 field/supply/auth | 1 | ||||||||||||||
| 9 field/supply/ordering | 8 | ||||||||||||||
| 10 field/supply/purchasing | 2 | ||||||||||||||
| 11 field/supply/search | 2 | ||||||||||||||
| 12 field/supply/graphql | 4 | 3 | 3 | ||||||||||||
| 13 field/supply/grpc | 1 | 2 | 1 | 2 | |||||||||||
| 14 field/supply/mongo | 3 | 1 | 1 | ||||||||||||
| 15 field/supply/postgres | 6 | 3 | 2 |
8→3 field/supply/auth uses field/supply✕
- Connections
- 1 pair of types, where a type in field/supply/auth uses a type in field/supply.
- The types involved
field/supply/auth.auth→field/supply.User
- Direction
- field/supply/auth uses field/supply, so a change to field/supply can break field/supply/auth, while a change to field/supply/auth can't break field/supply.
- Position
- Below the diagonal: field/supply/auth uses a module listed above it, which is the healthy direction.
9→3 field/supply/ordering uses field/supply✕
- Connections
- 8 pairs of types, where a type in field/supply/ordering uses a type in field/supply.
- The types involved
field/supply/ordering.ProjectOrderDates→field/supply.OrderStatusfield/supply/ordering.Service→field/supply.Orderfield/supply/ordering.Service→field/supply.Projectfield/supply/ordering.orderRepository→field/supply.OrderRepositoryfield/supply/ordering.projectRepository→field/supply.Projectfield/supply/ordering.projectRepository→field/supply.ProjectRepositoryfield/supply/ordering.service→field/supply.Orderfield/supply/ordering.service→field/supply.Project
- Direction
- field/supply/ordering uses field/supply, so a change to field/supply can break field/supply/ordering, while a change to field/supply/ordering can't break field/supply.
- Position
- Below the diagonal: field/supply/ordering uses a module listed above it, which is the healthy direction.
10→3 field/supply/purchasing uses field/supply✕
- Connections
- 2 pairs of types, where a type in field/supply/purchasing uses a type in field/supply.
- The types involved
field/supply/purchasing.orderRepository→field/supply.OrderRepositoryfield/supply/purchasing.productRepository→field/supply.ProductRepository
- Direction
- field/supply/purchasing uses field/supply, so a change to field/supply can break field/supply/purchasing, while a change to field/supply/purchasing can't break field/supply.
- Position
- Below the diagonal: field/supply/purchasing uses a module listed above it, which is the healthy direction.
11→3 field/supply/search uses field/supply✕
- Connections
- 2 pairs of types, where a type in field/supply/search uses a type in field/supply.
- The types involved
field/supply/search.productRepository→field/supply.Productfield/supply/search.service→field/supply.Product
- Direction
- field/supply/search uses field/supply, so a change to field/supply can break field/supply/search, while a change to field/supply/search can't break field/supply.
- Position
- Below the diagonal: field/supply/search uses a module listed above it, which is the healthy direction.
12→3 field/supply/graphql uses field/supply✕
- Connections
- 4 pairs of types, where a type in field/supply/graphql uses a type in field/supply.
- The types involved
field/supply/graphql.mutationResolver→field/supply.Orderfield/supply/graphql.mutationResolver→field/supply.Projectfield/supply/graphql.queryResolver→field/supply.Orderfield/supply/graphql.queryResolver→field/supply.Project
- Direction
- field/supply/graphql uses field/supply, so a change to field/supply can break field/supply/graphql, while a change to field/supply/graphql can't break field/supply.
- Position
- Below the diagonal: field/supply/graphql uses a module listed above it, which is the healthy direction.
12→9 field/supply/graphql uses field/supply/ordering✕
- Connections
- 3 pairs of types, where a type in field/supply/graphql uses a type in field/supply/ordering.
- The types involved
field/supply/graphql.Resolver→field/supply/ordering.Servicefield/supply/graphql.graphql→field/supply/ordering.Servicefield/supply/graphql.queryResolver→field/supply/ordering.ProjectOrderDates
- Direction
- field/supply/graphql uses field/supply/ordering, so a change to field/supply/ordering can break field/supply/graphql, while a change to field/supply/graphql can't break field/supply/ordering.
- Position
- Below the diagonal: field/supply/graphql uses a module listed above it, which is the healthy direction.
12→11 field/supply/graphql uses field/supply/search✕
- Connections
- 3 pairs of types, where a type in field/supply/graphql uses a type in field/supply/search.
- The types involved
field/supply/graphql.Resolver→field/supply/search.Servicefield/supply/graphql.graphql→field/supply/search.Servicefield/supply/graphql.queryResolver→field/supply/search.Result
- Direction
- field/supply/graphql uses field/supply/search, so a change to field/supply/search can break field/supply/graphql, while a change to field/supply/graphql can't break field/supply/search.
- Position
- Below the diagonal: field/supply/graphql uses a module listed above it, which is the healthy direction.
13→3 field/supply/grpc uses field/supply✕
- Connections
- 1 pair of types, where a type in field/supply/grpc uses a type in field/supply.
- The types involved
field/supply/grpc.server→field/supply.Order
- Direction
- field/supply/grpc uses field/supply, so a change to field/supply can break field/supply/grpc, while a change to field/supply/grpc can't break field/supply.
- Position
- Below the diagonal: field/supply/grpc uses a module listed above it, which is the healthy direction.
13→9 field/supply/grpc uses field/supply/ordering✕
- Connections
- 2 pairs of types, where a type in field/supply/grpc uses a type in field/supply/ordering.
- The types involved
field/supply/grpc.Server→field/supply/ordering.Servicefield/supply/grpc.server→field/supply/ordering.Service
- Direction
- field/supply/grpc uses field/supply/ordering, so a change to field/supply/ordering can break field/supply/grpc, while a change to field/supply/grpc can't break field/supply/ordering.
- Position
- Below the diagonal: field/supply/grpc uses a module listed above it, which is the healthy direction.
13→10 field/supply/grpc uses field/supply/purchasing✕
- Connections
- 1 pair of types, where a type in field/supply/grpc uses a type in field/supply/purchasing.
- The types involved
field/supply/grpc.PurchasingServer→field/supply/purchasing.Service
- Direction
- field/supply/grpc uses field/supply/purchasing, so a change to field/supply/purchasing can break field/supply/grpc, while a change to field/supply/grpc can't break field/supply/purchasing.
- Position
- Below the diagonal: field/supply/grpc uses a module listed above it, which is the healthy direction.
13→11 field/supply/grpc uses field/supply/search✕
- Connections
- 2 pairs of types, where a type in field/supply/grpc uses a type in field/supply/search.
- The types involved
field/supply/grpc.Server→field/supply/search.Servicefield/supply/grpc.server→field/supply/search.Service
- Direction
- field/supply/grpc uses field/supply/search, so a change to field/supply/search can break field/supply/grpc, while a change to field/supply/grpc can't break field/supply/search.
- Position
- Below the diagonal: field/supply/grpc uses a module listed above it, which is the healthy direction.
14→3 field/supply/mongo uses field/supply✕
- Connections
- 3 pairs of types, where a type in field/supply/mongo uses a type in field/supply.
- The types involved
field/supply/mongo.OrderRepository→field/supply.Orderfield/supply/mongo.ProductRepository→field/supply.Productfield/supply/mongo.ProductRepository→field/supply.ProductRepository
- Direction
- field/supply/mongo uses field/supply, so a change to field/supply can break field/supply/mongo, while a change to field/supply/mongo can't break field/supply.
- Position
- Below the diagonal: field/supply/mongo uses a module listed above it, which is the healthy direction.
14→9 field/supply/mongo uses field/supply/ordering✕
- Connections
- 1 pair of types, where a type in field/supply/mongo uses a type in field/supply/ordering.
- The types involved
field/supply/mongo.OrderRepository→field/supply/ordering.ProjectOrderDates
- Direction
- field/supply/mongo uses field/supply/ordering, so a change to field/supply/ordering can break field/supply/mongo, while a change to field/supply/mongo can't break field/supply/ordering.
- Position
- Below the diagonal: field/supply/mongo uses a module listed above it, which is the healthy direction.
14→10 field/supply/mongo uses field/supply/purchasing✕
- Connections
- 1 pair of types, where a type in field/supply/mongo uses a type in field/supply/purchasing.
- The types involved
field/supply/mongo.ProductRepository→field/supply/purchasing.productRepository
- Direction
- field/supply/mongo uses field/supply/purchasing, so a change to field/supply/purchasing can break field/supply/mongo, while a change to field/supply/mongo can't break field/supply/purchasing.
- Position
- Below the diagonal: field/supply/mongo uses a module listed above it, which is the healthy direction.
15→3 field/supply/postgres uses field/supply✕
- Connections
- 6 pairs of types, where a type in field/supply/postgres uses a type in field/supply.
- The types involved
field/supply/postgres.OrderRepository→field/supply.Orderfield/supply/postgres.OrderRepository→field/supply.OrderRepositoryfield/supply/postgres.ProductRepository→field/supply.Productfield/supply/postgres.ProductRepository→field/supply.ProductRepositoryfield/supply/postgres.ProjectRepository→field/supply.Projectfield/supply/postgres.ProjectRepository→field/supply.ProjectRepository
- Direction
- field/supply/postgres uses field/supply, so a change to field/supply can break field/supply/postgres, while a change to field/supply/postgres can't break field/supply.
- Position
- Below the diagonal: field/supply/postgres uses a module listed above it, which is the healthy direction.
15→9 field/supply/postgres uses field/supply/ordering✕
- Connections
- 3 pairs of types, where a type in field/supply/postgres uses a type in field/supply/ordering.
- The types involved
field/supply/postgres.OrderRepository→field/supply/ordering.ProjectOrderDatesfield/supply/postgres.OrderRepository→field/supply/ordering.orderRepositoryfield/supply/postgres.ProjectRepository→field/supply/ordering.projectRepository
- Direction
- field/supply/postgres uses field/supply/ordering, so a change to field/supply/ordering can break field/supply/postgres, while a change to field/supply/postgres can't break field/supply/ordering.
- Position
- Below the diagonal: field/supply/postgres uses a module listed above it, which is the healthy direction.
15→10 field/supply/postgres uses field/supply/purchasing✕
- Connections
- 2 pairs of types, where a type in field/supply/postgres uses a type in field/supply/purchasing.
- The types involved
field/supply/postgres.OrderRepository→field/supply/purchasing.orderRepositoryfield/supply/postgres.ProductRepository→field/supply/purchasing.productRepository
- Direction
- field/supply/postgres uses field/supply/purchasing, so a change to field/supply/purchasing can break field/supply/postgres, while a change to field/supply/postgres can't break field/supply/purchasing.
- Position
- Below the diagonal: field/supply/postgres uses a module listed above it, which is the healthy direction.
At a glance — Code Health
At a glance — Architecture
At a glance — Maturity
At a glance — Readiness
At a glance — Security
At a glance — Domain Modelling
Security & Compliance — OWASP Top-10 mapping
| OWASP category | Findings | Severity |
|---|---|---|
| A02:2025 — Security Misconfiguration | 15 | High / Critical |
| A03:2025 — Software Supply Chain Failures | 10 | High / Critical |
| A05:2025 — Injection | 3 | Medium |
| A07:2025 — Authentication Failures | 2 | High / Critical |
Roadmap
Begin by cleaning up technical debt, specifically resolving the three deprecated modules and the thirteen orphaned files, prioritizing service.go, ordering.go, and orders.go. Next, establish a CI workflow to build and test on every push, integrating security scanning tools like gosec or semgrep to ensure regressions fail the build immediately. Finally, address the lack of architectural documentation by creating an Architecture Decision Record to capture key design choices.
| Do this | Helps | Effort | Dimension |
|---|---|---|---|
| Resolve the 3 Deprecated module finding(s) in Dependency Hygiene. | +7.8 pts | Low | Dependency Hygiene |
| Resolve the 1 No ADRs found finding(s) in ADR Quality. | +5.5 pts | Low | ADR Quality |
| Resolve the 13 Orphaned file finding(s) in Knowledge Freshness — start with service.go, ordering.go, orders.go. | +6.0 pts | Medium | Knowledge Freshness |
| Add a CI workflow that builds and runs the test suite on every push/PR. | +5.7 pts | Medium | CI/CD gates |
| Run what this repository's stack ships: gosec / govulncheck (or golangci-lint) — or `semgrep --config=auto`, which runs on any language — locally for now, since there is no CI pipeline here yet, and as a step of the first workflow you add so a security regression fails the build instead of landing. | +5.7 pts | Medium | Security & performance tooling |
| Resolve the 1 Dependency pinned to a stale untagged commit finding(s) in Dependency Hygiene. | +2.6 pts | Low | Dependency Hygiene |
| 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. | +5.0 pts | Medium | Architecture documentation |
| Improve Documentation Quality — currently 6.0/10. | +3.3 pts | Medium | Documentation Quality |
File quality
| File | Score | Band | Worst signal |
|---|---|---|---|
| REDACTED | 0.6 | Slop | Dependency Vulnerabilities: Critical CVE: REDACTED |
| REDACTED | 3.0 | Mixed | IaC & Container Security: High IaC: REDACTED |
| REDACTED | 3.1 | Mixed | Secrets (history): High secret: REDACTED |
| REDACTED | 3.4 | Mixed | IaC & Container Security: High IaC: REDACTED |
| REDACTED | 3.4 | Mixed | IaC & Container Security: High IaC: REDACTED |
| REDACTED | 5.8 | Mixed | IaC & Container Security: High IaC: REDACTED |
| supply/archive/temp/method13.go | 7.0 | Near-clean | Code Duplication: Duplicated block (15 lines × 2) |
| REDACTED | 7.2 | Near-clean | IaC & Container Security: High IaC: REDACTED |
| supply/graphql/resolver.go | 7.3 | Near-clean | Explicit Debt: TodoComment |
| supply/archive/temp/method1.go | 7.8 | Near-clean | Code Duplication: Members sharing a duplicated core (7 members, 50+ identical tokens) |
| supply/archive/temp/method10.go | 7.8 | Near-clean | Code Duplication: Duplicated block (18 lines × 3) |
| REDACTED | 7.9 | Near-clean | Static Analysis (SAST): Medium: REDACTED |
| supply/grpc/search.go | 8.2 | Near-clean | Explicit Debt: TodoComment |
| supply/mongo/orders.go | 8.5 | Near-clean | Code Duplication: Duplicated block (8 lines × 2) |
| supply/archive/temp/di.go | 8.5 | Near-clean | Cohesion (LCOM4): Low cohesion: Order (LCOM4 4) |
| REDACTED | 9.3 | Near-clean | Static Analysis (SAST): Low: REDACTED |
How the grades work
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.
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.
Recorded, with no effect on how the codebase functions. Present so the survey is complete, not because it needs doing.
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. 46 of 49 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.
What we checked — 49 dimensions across the health lenses
- 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, 76 of 100 do; the remainder are repo-wide signals — a dimension-level measurement, not a single line.
- 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.
- 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.
Tools & methods
| Method | Backs | Version | Evaluator |
|---|---|---|---|
| Roslyn static analysis | Complexity, cohesion, coupling, dead code, API surface, layering | 5.3.0 | ✓ deterministic |
| Native secret scanner | Hardcoded secrets / credentials | 1.0.0 | ✓ deterministic |
| Watchdog duplication detector (in-process) | Code duplication | 1.0.0 | ✓ deterministic |
| Coverage (coverlet / dotnet-coverage) | Line & branch coverage | 10.0.400 | ✓ deterministic |
| NuGet / dotnet | Outdated, vulnerable & deprecated dependencies | 10.0.400 | ✓ deterministic |
| git / LibGit2Sharp | Churn hotspots, knowledge concentration, history | 2.43.0 · 0.31.0 | ✓ deterministic |
| gitleaks · semgrep · trivy · checkov | Secrets in history, SAST, CVEs, IaC & container, PII / GDPR | 1.86.0 · 0.69.3 · 3.2.533 | ✓ deterministic |
| LLM (sampled · advisory) | Documentation quality, ADR conformance, naming — sampled over a bounded sample; advisory, never a deterministic measurement | Local LLM | ◐ LLM · sampled · advisory |
Run transparency — what happened this run
- 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 (.go) 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 (`go test -coverprofile=coverage.out ./...`) 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 (`go test -coverprofile=coverage.out ./...`) 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 (.go) and this repository declares a Go test suite (field), but it was not re-run: no test result was produced. Not scored — this is a gap in the analyzer's language coverage, not a finding about this repository.
- D14 License Compliance — 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. Not scored — this repository's REDACTED declares a Go language version older than 1.17 (or none), and before 1.17 a REDACTED lists only the modules version selection needs, not every module the build compiles. The licences are resolved per module version, so grading the modules that file happens to list would be a verdict over part of the dependency graph. NOT a finding that this repository's licences are compliant: this dimension asserts nothing about its licensing in either direction.
- 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-contributor repository — bus factor is not applicable (1 contributor(s) across 184 commit(s) sampled, automation and bot accounts excluded). Concentration needs a team to concentrate: with one contributor there is nobody to spread the knowledge to, so 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 a COLLECTOR gap, not an environment fault: it declares a published package (REDACTED), but no published-package marker D22 reads admitted any project here, so this ecosystem's public API has no collector, and the remedy is to write one — no change to the scan image can close it.
- 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.
- D28 Secrets (history) — 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. D28's config-credential rule (WD-SECRET-0002) parses each committed `.json` config as a document and reads credential-named values; `docker/mongo/products.json` did not parse (JSON5, a template, several concatenated documents), so a credential bound there is UNMEASURED by that rule. gitleaks still scanned the same files as text.
- D31 IaC & Container Security — 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. Docker/postgres/Dockerfile carries no `FROM` instruction, so it declares no build stage and every REDACTED rule this engine owns — the runtime-hardening, key-material, mutable-clone, no-op-shim, build-context, trust-anchor, install-guard, setuid and world-writable-path rules — is outside its own premise there and returned nothing. That silence is deliberate and correct: with no base image there is no image to reason about. It is reported here because it is NOT the same fact as a clean file, and coverage is stated as 4 of 5 Infrastructure-as-Code manifest(s) fully judged rather than as 100%. The vendor scanners (trivy, checkov) do read these files and their findings above stand; only this engine's own stage-keyed rules are absent. No owner action: a build file with no FROM is a legitimate include fragment.
- 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 REDACTED 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 build.sbt 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.
- AX6 Interface segregation — 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 is computed over the public interfaces this run's compilations declare, and none was loaded, so it had nothing 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) — db Pulling adminer Pulling db Error Get "https://registry-1.docker.io/v2/": Forbidden adminer Error context canceled Error response from daemon: Get "https://registry-1.docker.io/v2/": Forbidden; the earlier `compose pull` step reported: envoy Skipped - No image to be pulled grpcsvc Skipped - No image to be pulled db Pulling adminer Pulling adminer Error Get "https://registry-1.docker.io/v2/": Forbidden db 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 — 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. Not measured — scattered-decision detection needs expression-level symbol resolution: a comparison operand bound to the member it judges (arm one) and a construction bound to the type it produces (arm two). A Roslyn compilation carries both; arm two alone also runs on any frontend that declares whether a construction is produced or passed, and this target loaded neither.
- GD1 Unfinished & placeholder code — 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 C# syntax, F#, JavaScript/TypeScript, Dart, Ruby and Scala source only, and no C#, F#, JavaScript/TypeScript, Dart, Ruby or Scala was found, and this repository's Go is not read 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.
- IC1 Incompleteness & stubs — 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 C# syntax, JavaScript/TypeScript, Java, Dart, Ruby and Scala source only, and no C#, JavaScript/TypeScript, Java, Dart, Ruby or Scala was found, and this repository's Go is not read 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.
- 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.
- X1 Async correctness — 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 C# syntax, and JavaScript/TypeScript, Python, Dart, Ruby, Scala, Rust and Kotlin source only, and no C# was loaded and no JavaScript/TypeScript, Python, Dart, Ruby, Scala, Rust or Kotlin was found in this repository, 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.
- X12 Unreachable branch — 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 C# syntax, and JavaScript/TypeScript, Python, Dart, Ruby, Scala and Kotlin source only, and no C# was loaded and no JavaScript/TypeScript, Python, Dart, Ruby, Scala or Kotlin was found in this repository, 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.
- X13 Undrained process stream — 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 C# syntax, and JavaScript/TypeScript, Python, Dart, Ruby, Scala and Kotlin source only, and no C# was loaded and no JavaScript/TypeScript, Python, Dart, Ruby, Scala or Kotlin was found in this repository, 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.
- X16 Unfloored truncation loop — 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 C# syntax, and JavaScript/TypeScript, Java, PHP, Dart, Ruby, Scala and Kotlin source only, and no C# was loaded and no JavaScript/TypeScript, Java, PHP, Dart, Ruby, Scala or Kotlin was found in this repository, 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.
- X17 Uncapped recursion over a caller-supplied document — 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 C# syntax, and JavaScript/TypeScript, Python, Dart, Ruby, Scala and Kotlin source only, and no C# was loaded and no JavaScript/TypeScript, Python, Dart, Ruby, Scala or Kotlin was found in this repository, 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.
- X18 Disposal-pattern correctness — 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 C# syntax, and JavaScript/TypeScript, Java, Kotlin, Dart, Ruby, Scala and PHP source only, and no C# was loaded and no JavaScript/TypeScript, Java, Kotlin, Dart, Ruby, Scala or PHP was found in this repository, 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.
- X19 Unrestored process-global state — 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 C# syntax, and JavaScript/TypeScript, Java, Kotlin, Python, Dart, Ruby, Scala and PHP source only, and no C# was loaded and no JavaScript/TypeScript, Java, Kotlin, Python, Dart, Ruby, Scala or PHP was found in this repository, 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.
- X22 Contradicted release guard — 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 C# syntax, and Java, TypeScript/JavaScript, Python, Dart, Ruby, Scala, Kotlin and PHP source only, and no C# was loaded, and this repository's Go is not read 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.
- X23 Unguarded diagnostic materialisation — 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 C# syntax, and JavaScript/TypeScript, Java, F#, Python, Dart, Ruby, Scala, Kotlin and PHP source only, and no C# was loaded and no JavaScript/TypeScript, Java, F#, Python, Dart, Ruby, Scala, Kotlin or PHP was found in this repository, 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.
- X24 Document value interpolated into markup unescaped — 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 C# syntax, and JavaScript/TypeScript, Java, Scala, Ruby and Python source only, and no C# was loaded and no JavaScript/TypeScript, Java, Scala, Ruby or Python was found in this repository, 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.
- X25 Inert configuration knob — 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 C# syntax, and JavaScript/TypeScript, Java, Kotlin, Scala, PHP, Erlang, Python, Dart and Ruby source only, and no C# was loaded and no JavaScript/TypeScript, Java, Kotlin, Scala, PHP, Erlang, Python, Dart or Ruby was found in this repository, 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.
- X27 Collection changed while being enumerated — 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 C# syntax, and Java, Rust, Erlang, F#, Python, Dart, Ruby, Scala and Kotlin source only, and no C# was loaded, no Java, Rust, Erlang, F#, Python, Dart, Ruby, Scala or Kotlin was found, and this repository's Go is not read 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.
- X29 Per-element action decided by a fixed element — 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 C# syntax, and JavaScript/TypeScript, Java, Rust, Dart, Ruby, Scala and Kotlin source only, and no C# was loaded and no JavaScript/TypeScript, Java, Rust, Dart, Ruby, Scala or Kotlin was found in this repository, 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.
- X4 Structured logging — 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 C# syntax, and JavaScript/TypeScript, Java, Kotlin, Python, PHP, Dart, Ruby, Scala and Rust source only, and no C# was loaded and no JavaScript/TypeScript, Java, Kotlin, Python, PHP, Dart, Ruby, Scala or Rust was found in this repository, 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.
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
- 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.
- 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").
- 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.
- D20 ADR Quality: ADR quality is an LLM read of the decision records present — it cannot know about decisions made and never recorded, and its verdict is sampled and advisory.
- 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.
- 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.
- DM4 Rich vs anemic model: Behaviour is detected as state mutation inside a method body — a method that enforces an invariant by validating-and-throwing without mutating reads as a query, and mutation delegated through an interface the scan can't resolve isn't credited; entities with zero public properties still drop out of the population. It detects that state changes, not whether the rule is correct.
- 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".
- 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
Dimensions
D1 · Cyclomatic Complexity
0 function(s) exceeded the cyclomatic complexity threshold of 15.
D2 · Cognitive Complexity
0 function(s) exceeded the cognitive complexity threshold of 15.
D3 · God Classes
0 over-large unit(s) detected — types, modules or files that carry too much.
D4 · Code Duplication
11 duplicated block group(s) detected. One further row reports members as variants of one another; it aggregates block groups already counted above and is not itself counted.
What to do
- Resolve the 5 Duplicated block (8 lines × 2) finding(s) in Code Duplication — start with method13.go (4), orders.go. — One of this dimension's main actionable groups (5 warning-level).
- Resolve the 2 Duplicated block (18 lines × 3) finding(s) in Code Duplication — start with method10.go (2). — One of this dimension's main actionable groups (2 warning-level).
- Resolve the 2 Duplicated block (10 lines × 2) finding(s) in Code Duplication — start with method13.go (2). — One of this dimension's main actionable groups (2 warning-level).
- Stand up a CI pipeline, then gate Code Duplication in it to reach Verified (currently Documented). — This repository has no CI pipeline, so there is nothing to add a gate to yet — the pipeline comes first. Hardens enforcement from Documented toward Verified — provenance only; does not change the score.
D6 · Cohesion (LCOM4)
1 of 19 classes have LCOM4 above 3.
What to do
- Resolve the 1 Low cohesion finding(s) in Cohesion (LCOM4) — start with di.go. — One of this dimension's main actionable groups (1 warning-level).
- Stand up a CI pipeline, then gate Cohesion (LCOM4) in it to reach Verified (currently Documented). — This repository has no CI pipeline, so there is nothing to add a gate to yet — the pipeline comes first. Hardens enforcement from Documented toward Verified — provenance only; does not change the score.
D9 · Test Distribution
10 test methods: 10 unit, 0 integration, 0 BDD, 0 e2e. The Go suite contributes 10 test case(s) across 2 `_test.go` file(s) declaring at least one — every `func Test…(t *testing.T)` that `go test` would collect, plus the suite methods a testify-style runner reaches; a table-driven case list counts once, so this is a floor. Its tier split is INFERRED from file names, paths and build constraints, not declared: 2 of those file(s) use Go's external test package (`package x_test`), which is a visibility boundary rather than a pyramid tier and was not read as one.
D12 · Dependency Hygiene
10 outdated, 3 author-deprecated direct Go module(s), 1 pinning or checksum defect(s). Whether any of these modules is UNMAINTAINED is not graded — proxy.golang.org publishes no maintenance status, and release age does not stand in for one. Whether any is UNUSED is not graded either: that is a source question, not a registry one. Known CVEs in this module graph are D30's question, read from REDACTED and go.sum there.
What to do
- Resolve the 3 Deprecated module finding(s) in Dependency Hygiene. — One of this dimension's main actionable groups (3 warning-level).
- Resolve the 1 Dependency pinned to a stale untagged commit finding(s) in Dependency Hygiene. — One of this dimension's main actionable groups (1 warning-level).
- Stand up a CI pipeline, then gate Dependency Hygiene in it to reach Verified (currently Documented). — This repository has no CI pipeline, so there is nothing to add a gate to yet — the pipeline comes first. Hardens enforcement from Documented toward Verified — provenance only; does not change the score.
D13 · Secret Scanning
Secret scan ran and found no leaked secrets.
D15 · Churn × Complexity Hotspots
No churn × complexity hotspots in the window.
D17 · Explicit Debt
3 deducted task-comment markers across 3695 LoC (0.1/KLoC) → score 9.9. 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.
What to do
- Resolve the 3 TodoComment finding(s) in Explicit Debt — start with resolver.go (2), search.go. — One of this dimension's main actionable groups (3 warning-level).
- Stand up a CI pipeline, then gate Explicit Debt in it to reach Verified (currently Documented). — This repository has no CI pipeline, so there is nothing to add a gate to yet — the pipeline comes first. Hardens enforcement from Documented toward Prevented — provenance only; does not change the score.
D19 · Documentation Quality
The repository's root README gives a clear overview of the project (Field Services Golang Server for Purchasing and Mobile clients) with an outline covering Client Apps, Getting Started, Running Go server without docker, Potential Errors, and Todo. It documents each client app link, shows running commands, and lists concrete error types to debug. However it is a single README file rather than the per-directory documentation the summary claims (only one README), so the absence of architecture/design docs falls under the 'missing-architecture-docs' category for that document only.
What to do
- Improve Documentation Quality — currently 6.0/10. — The repository's root README gives a clear overview of the project (Field Services Golang Server for Purchasing and Mobile clients) with an outline covering Client Apps, Getting Started, Running Go server without docker, Potential Errors, and Todo. It documents each client app link, shows running commands, and lists concrete error types to debug. However it is a single README file rather than the per-directory documentation the summary claims (only one README), so the absence of architecture/design docs falls under the 'missing-architecture-docs' category for that document only.
D20 · ADR Quality
No architecture decision records were found.
What to do
- Resolve the 1 No ADRs found finding(s) in ADR Quality. — One of this dimension's main actionable groups (1 recommendation-level).
D21 · Naming Consistency
0 naming inconsistencies across 0 sampled symbols.
D26 · Project Cohesion
0 of 1 build units (Go) flagged as possibly oversized/incoherent.
D28 · Secrets (history)
1 finding(s): 0 critical, 1 high, 0 medium, 0 low. Remediation for historically-committed secrets is credential rotation — they remain in history regardless of later deletion.
What to do
- Resolve the 1 High secret finding(s) in Secrets (history) — start with REDACTED. — One of this dimension's main actionable groups (1 issue-level).
- Resolve the 1 Rotate the exposed credentials finding(s) in Secrets (history). — One of this dimension's main actionable groups (1 recommendation-level).
D29 · Static Analysis (SAST)
3 finding(s): 0 critical, 0 high, 2 medium, 1 low. semgrep hit a parse error in 1 file(s) — `docker/envoy/envoy.yaml` — so no absence of findings in them is evidence of anything, and nothing in them was analysed. Fix the syntax error (or exclude the file deliberately) and re-scan to cover them.
What to do
- Resolve the 1 REDACTED finding(s) in Static Analysis (SAST) — start with REDACTED. — One of this dimension's main actionable groups (1 warning-level).
- Resolve the 1 REDACTED finding(s) in Static Analysis (SAST) — start with REDACTED. — One of this dimension's main actionable groups (1 warning-level).
- Resolve the 1 REDACTED finding(s) in Static Analysis (SAST) — start with REDACTED. — One of this dimension's main actionable groups (1 recommendation-level).
D30 · Dependency Vulnerabilities
10 finding(s): 2 critical, 4 high, 4 medium, 0 low.
What to do
- Resolve the 4 High CVE finding(s) in Dependency Vulnerabilities — start with REDACTED (4). — One of this dimension's main actionable groups (4 issue-level).
- Resolve the 4 Medium CVE finding(s) in Dependency Vulnerabilities — start with REDACTED (4). — One of this dimension's main actionable groups (4 warning-level).
- Resolve the 2 Critical CVE finding(s) in Dependency Vulnerabilities — start with REDACTED (2). — One of this dimension's main actionable groups (2 issue-level).
D31 · IaC & Container Security
15 finding(s): 0 critical, 7 high, 5 medium, 3 low.
What to do
- Resolve the 7 High IaC finding(s) in IaC & Container Security — start with REDACTED (5), REDACTED (2). — One of this dimension's main actionable groups (7 issue-level).
- Resolve the 5 Medium IaC finding(s) in IaC & Container Security — start with REDACTED (5). — One of this dimension's main actionable groups (5 warning-level).
- Resolve the 3 Low IaC finding(s) in IaC & Container Security — start with REDACTED (3). — One of this dimension's main actionable groups (3 recommendation-level).
D34 · Knowledge Freshness
13 of 13 significant source file(s) are orphaned — their living knowledge has decayed to nothing, so no one currently understands them. The largest is supply/ordering/service.go. Counted over 13 of the 46 production source files in this repository: the rest are under the ~2,400-byte size floor this dimension measures over.
What to do
- Resolve the 13 Orphaned file finding(s) in Knowledge Freshness — start with service.go, ordering.go, orders.go. — One of this dimension's main actionable groups (13 recommendation-level).
- Resolve the 1 Orphaned files with no living knowledge finding(s) in Knowledge Freshness. — One of this dimension's main actionable groups (1 recommendation-level).
D35 · Change Coupling
Strongest change-coupling: REDACTED↔order.go 53%
What to do
- Resolve the 1 Boundary-crossing change coupling finding(s) in Change Coupling — start with REDACTED. — One of this dimension's main actionable groups (1 issue-level).
D43 · Malicious Dependencies
No dependency in any ecosystem this repository declares is published as malicious.
Frontend & cross-cutting dimensions
AX10 · Code composition
What to do
- The domain core is a small share of production code, but most of the rest matched no layer vocabulary at all — so this is not yet an anemic-domain finding. The namespace/path convention could not place that code, which makes the composition above a statement about the naming, not about the design. Name the layers (or check that the repository's conventions differ from the ones this check knows) before reading a thin domain into it.
AX3 · Project dependency cycles
AX4 · Dependency direction
DM1 · Aggregate boundaries
DM10 · One transaction, one aggregate
DM11 · Constructible invalid state
DM2 · Strongly-typed ids
- `BlogPost.BlogPostID` is a raw `int` — give it a strongly-typed id: a dedicated single-field type wrapping the `int`, in whatever form your language spells that. — supply/archive/example.go:163
- `BlogPost.AuthorID` is a raw `int` — give it a strongly-typed id: a dedicated single-field type wrapping the `int`, in whatever form your language spells that. — supply/archive/example.go:164
- `Order.ID` is a raw `string` — give it a strongly-typed id: a dedicated single-field type wrapping the `string`, in whatever form your language spells that. — supply/order.go:23
- `Product.ID` is a raw `string` — give it a strongly-typed id: a dedicated single-field type wrapping the `string`, in whatever form your language spells that. — supply/product.go:9
- `Project.ID` is a raw `string` — give it a strongly-typed id: a dedicated single-field type wrapping the `string`, in whatever form your language spells that. — supply/project.go:9
What to do
- Adopt strongly-typed ids across the domain — finish the migration or document the boundary; primitive ids invite transposed-argument bugs.
DM4 · Rich vs anemic model
DM5 · Encapsulated state
- `BlogPost` exposes publicly writable state (BlogPostID, AuthorID, Title, Body, Published). — supply/archive/example.go:162
- `Order` exposes publicly writable state (ID, Items, SentDate, Status, Comments). — supply/order.go:22
- `Product` exposes publicly writable state (ID, Category, Name, UOM). — supply/product.go:8
- `Project` exposes publicly writable state (ID, Name, Foreman, ForemanEmail, Active). — supply/project.go:8
What to do
- Make entity setters private/init-only and hand collections out as IReadOnlyList/IReadOnlyCollection over a private backing field; change state only through methods that enforce the invariants (Marten/EF can bind via constructor or private setters).
DM7 · Repository granularity
DM8 · Value-object opportunities
M1 · Documentation (README)
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.
- Add an 'Architecture' / 'How it works' section to the root README — the high-level shape.
M2 · Architecture documentation
- 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.
- No C4/Structurizr/PlantUML/Mermaid/Graphviz/D2 diagram, no drawn diagram named for the architecture, no file named `architecture` or `design` in any markup this check reads, and nothing in the README, docs or contributor guides that announces the shape — no `## Architecture` heading, no "architecture overview"/"high-level design" phrasing, no "the architecture is …" introduction, no guided code tour. A shape laid out in prose that never names itself as the architecture is not visible to this check, and neither is one kept outside the repository, so this row reports the absence of a re-findable shape document — not evidence that nobody wrote the shape down.
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.
- Add a C4 context/container diagram (Structurizr, PlantUML or Mermaid) or an architecture.md overview.
M3 · Folder & project structure
M4 · Documentation accuracy
- README advertises a Flutter app, but no Flutter/Dart project exists — searched for: `flutter`, `pubspec`, `dart`. Each was matched case- and separator-insensitively against file and directory NAMES anywhere in the tree, and against the CONTENTS of manifest and configuration files (package.json and other *.json, *.csproj, *.props, *.sln/*.slnx, *.yml, *.toml, *.config, tool configs such as eslint.config.js, REDACTED); the README's own prose never counts, so a claim is never refuted by merely being made. Nothing outside that search was read — a footprint living only in a submodule, in a file type not listed here, or under a name none of those terms matches is not seen, and this row is then wrong. — README.md:14
What to do
- Reconcile the README with reality: README advertises a Flutter app, but no Flutter/Dart project exists.
P1 · CI/CD gates
- No CI workflow found (.github/workflows, azure-pipelines.yml, .gitlab-ci.yml, …) — changes aren't gated by an automated build/test.
What to do
- Add a CI workflow that builds and runs the test suite on every push/PR.
P2 · Observability
What to do
- Consider OpenTelemetry tracing/metrics (go.opentelemetry.io/otel) and a health-check endpoint (a /healthz handler) for operability.
P3 · Security & performance tooling
- No static application security testing detected. For this repository's stack, add gosec / govulncheck (or golangci-lint) (or `semgrep --config=auto`, which runs on any language) — this repository has no CI pipeline yet, so run it locally to clear the existing findings, then make it a step of the first workflow you add so a regression fails the build. What was searched, so you can tell an absence from a miss: the 0 CI workflow file(s) in this repository, and the scanner and linter configuration checked in beside them. A scan that runs outside CI, one configured in your forge's web UI rather than in a committed file, or a tool whose name is none of those this check carries, is not seen — if that is your case the row is wrong, and saying so is more useful than adding a second scanner.
What to do
- Run what this repository's stack ships: gosec / govulncheck (or golangci-lint) — or `semgrep --config=auto`, which runs on any language — locally for now, since there is no CI pipeline here yet, and as a step of the first workflow you add so a security regression fails the build instead of landing.
- Enable Dependabot/Renovate or a dependency-review gate.
- Add gitleaks/trufflehog in CI to block PRs that introduce committed secrets.
P4 · Deployment & Rollback
- Deployment is orchestrated by compose, but no service declares a `healthcheck:` and nothing pins a previous image to fall back to — the runtime can tell that the container is up, not that it is serving, so a bad release is harder to detect and reverse.
What to do
- Add a `healthcheck:` to the served compose service — probing the endpoint it already answers on where it has one — with `depends_on: condition: service_healthy` on whatever waits for it, and keep the deployed image tag immutable and recorded so rolling back is re-pointing at the previous tag rather than rebuilding.
- Add an approval/environment gate (required reviewers / protection rules) before production promotion.
P6 · Release Hygiene
- 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.
P7 · Outbound HTTP resilience
- `http.Get(` makes an outbound HTTP call, and nothing bounds it: no timeout, deadline, retry or circuit breaker is set for it here, and the client has no process-wide default. A slow or failing dependency will hold this service's request, thread or connection until the call gives up on its own — or never, for a client with no default timeout. — supply/auth/auth.go:133
What to do
- Give every `http.Client` an explicit `Timeout` (never call `http.Get`/`http.Post` or `http.DefaultClient`, which have none), or build each request with `http.NewRequestWithContext` under a `context.WithTimeout`; add retry with back-off (`hashicorp/go-retryablehttp`) and a breaker (`sony/gobreaker`) around dependencies that fail.
X14 · Bypassable address classification
X15 · Unvalidated length from an untrusted reader
X2 · Cancellation propagation
- Only 0/1 functions that make a cancellable request (net/http, net.Dial) accept a context.Context or pass one on, so a request keeps running after whatever wanted it has given up — a cancelled request, a shutdown, an expired deadline. Take `ctx context.Context` as the first parameter and build the request with it (`http.NewRequestWithContext`, `DialContext`); where nothing could ever cancel the call, omitting it is a deliberate choice — judge against how the function is used.
- `getPemCert` calls `http.Get(…)` but takes no context.Context and reaches none its caller controls, so its caller cannot cancel the request once it has started. Take `ctx context.Context` as the first parameter and build the request with it: `http.NewRequestWithContext(ctx, …)`, `(&net.Dialer{}).DialContext(ctx, …)`. — supply/auth/auth.go:131
What to do
- Thread a context.Context through functions that make requests, so the work stops when its caller gives up.
X26 · Unsynchronised callback handoff
X28 · Index access outside its own emptiness guard
X3 · Exception handling
- `if err != nil` takes every exception and records none of it — the body neither logs it, rethrows it, nor even names it, so the failure is discarded as completely as by an empty catch and only the substituted value survives. Log it through whatever this codebase already uses to report problems, narrow the catch to the exception this call can actually raise, or say in a comment on the catch why the failure genuinely cannot matter. — supply/auth/auth.go:68
What to do
- Swallowed exception (caught, then discarded)
X30 · Support guard that admits what it rejects
Reference — by lens
| Lens | Score | Rating | Impact |
|---|---|---|---|
| Code Health | 71% | Strong | Solid. |
| Architecture | 99% | Exemplary | Strongest area. |
| Maturity | 46% | Adequate — gated by D34, M2 | Capped at Fair by a Critical contributor — resolve it before relying on this lens. |
| Readiness | 29% | Weak — gated by P1, P3, P7 | Capped at Fair by a Critical contributor — resolve it before relying on this lens. |
| Security | 76% | Strong | Solid. |
| Domain Modelling | 59% | Adequate — gated by DM2, DM5 | Capped at Fair by a Critical contributor — resolve it before relying on this lens. |
Unscored — 2 check(s) recorded observations but carry no score
- X10 Duplicated predicate — 1 observation(s) recorded · Advisory — this card reports evidence and never carries a score.
- X7 Silent fallback defaults — 3 observation(s) recorded · Advisory — this card reports evidence and never carries a score.
Not evidenced — 4 control(s) we could not find positive evidence for
- 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.
- P5 DR & Backup — not evidenced — repo shows no backup/RTO/RPO controls; absence of evidence is not evidence of a working control
Not included — 76 check(s) not relevant to this codebase
- AC1 Text alternatives — No web markup found — accessibility is not applicable to this repository.
- AC2 Forms & labels — No web markup found — accessibility is not applicable to this repository.
- AC3 Page structure — No web markup found — accessibility is not applicable to this repository.
- AC4 Keyboard semantics — No web markup found — accessibility is not applicable to this repository.
- AC5 ARIA correctness — No web markup found — accessibility is not applicable to this repository.
- AC6 Visual & motion safety — No web markup found — accessibility is not applicable to this repository.
- AC7 A11y enforcement — No web markup found — accessibility is not applicable to this repository.
- AX1 Captive dependencies — Not applicable: Go's wire constructs every dependency once for the life of the application, so there is no shorter lifetime to capture.
- AX2 Stateful singletons — No container singleton was found, so there is no shared instance for concurrent requests to race on. No Go request handler (a net/http, Gin, Echo, Fiber or fasthttp handler, or a gRPC service method) is declared as a method or function, and no handler function literal writes a value captured from outside it, so no state is shared between request goroutines.
- AX5 Architecture & structure — not assessed — architecture style/structure is computed from a project graph (projects, types, module namespaces) 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
- AX6 Interface segregation — not assessed — interface segregation is computed over a type surface 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) — db Pulling adminer Pulling db Error Get "https://registry-1.docker.io/v2/": Forbidden adminer Error context canceled Error response from daemon: Get "https://registry-1.docker.io/v2/": Forbidden; the earlier `compose pull` step reported: envoy Skipped - No image to be pulled grpcsvc Skipped - No image to be pulled db Pulling adminer Pulling adminer Error Get "https://registry-1.docker.io/v2/": Forbidden db 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 — ~583 lines of test source are present (.go) 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 .go suite was found but not re-run
- D14 License Compliance — Go module licences not graded — a REDACTED predates Go 1.17 and does not list its whole module graph
- D16 Bus Factor — single-contributor 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.
- 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. Aggregate roots were found in only one source directory (supply), which is a layered codebase, not two contexts. 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 (.go), 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) — 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.
- D36 Supply-chain Provenance & Signing — No CI/build pipeline found (.github/.forgejo/.gitea workflows, .circleci, .buildkite, .woodpecker, .teamcity, .gitlab-ci.yml, .travis.yml, bitbucket-pipelines.yml, .drone.yml, .cirrus.yml, .woodpecker.yml, appveyor.yml, azure-pipelines*.yml, .pipelines/, .vsts-ci/, .azuredevops/, Jenkinsfile); there is no build to attest provenance for.
- 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.
- D40 Network Egress Confinement — No Kubernetes/orchestration workloads found in the repository manifests; network egress policy is a cluster-native control that may live at the platform/firewall layer, so there is nothing to assess here.
- D41 Kernel & Syscall Confinement — No Kubernetes/orchestration workloads found in the repository manifests; seccomp/AppArmor/SELinux confinement is a workload-level control, so there is nothing to assess here.
- D42 Runtime Threat Enforcement — No Kubernetes/orchestration workloads found in the repository manifests; runtime threat-detection and admission-control policy are cluster-level controls, so there is nothing to assess here.
- D44 Platform End-of-Life — Platform end-of-life not assessed — this repository declares no platform this pass reads
- D5 Coupling — Not applicable — this Go build ships 1 production module(s), so there is no coupling BETWEEN modules to measure. (Its test and non-production modules are not part of the shipped graph.)
- 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
- DM12 Ambient inputs in the domain — no domain-layer types detected — ambient-input check not applicable
- DM3 Integration-event coupling — no integration events detected — coupling check not applicable
- DM6 Domain ↔ infrastructure boundary — no domain-layer types detected — domain↔infrastructure boundary check not applicable
- DM9 Scattered domain decisions — not measured — scattered-decision detection needs expression-level symbol resolution: a comparison operand bound to the member it judges (arm one) and a construction bound to the type it produces (arm two). A Roslyn compilation carries both; arm two alone also runs on any frontend that declares whether a construction is produced or passed, and this target loaded neither
- 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
- GD1 Unfinished & placeholder code — no source files were read — this check reads C#, F#, JavaScript/TypeScript, Dart, Ruby and Scala, and none was read for this repository's product. That is a limit of the analyzer, not a finding about your code.
- IC1 Incompleteness & stubs — 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
- P12 CI test-gate honesty — no CI workflow found
- P8 Schema migrations — no ORM, schema-migration tool or schema auto-create was found in this repository's dependency manifests or source, so there is no database schema for this check to judge
- P9 Domain vs controller coverage — no coverage report found on disk — produce a coverage report in a standard format (`go test -coverprofile=coverage.out ./...`) 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 a `func BenchmarkXxx(b *testing.B)` in any `_test.go` file, 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 Go code has 4,406 production line(s), 1 such use(s) and no benchmarks, so there is no allocation work to rate. The card is reward-only: its absence costs nothing.
- PF3 Async & latency hygiene — Not applicable: Go has no async/await function colour, so there is no asynchronous code for a blocking call to stall.
- 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.
- SC1 Supply-chain hygiene — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
- X1 Async correctness — 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
- X12 Unreachable branch — 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
- X13 Undrained process stream — 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
- X16 Unfloored truncation loop — 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
- X17 Uncapped recursion over a caller-supplied document — 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
- X18 Disposal-pattern correctness — 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
- X19 Unrestored process-global state — 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
- X20 Mistyped argument guard — This check asks whether an argument guard reports an EMPTY value as a NULL one, which needs a language that throws a null-specific argument exception — .NET's ArgumentNullException, the JVM's NullPointerException, Dart's ArgumentError.notNull. This repository contains none of those languages: the ones it is written in have a single exception for a bad argument, so there is no pair of exceptions to confuse and nothing here for it to assess. Not a gap in the analyzer and not a finding about your code.
- X21 Side-effecting pattern guard — Not applicable: this check looks for a pattern guard or `case` label that increments, decrements or assigns while the switch is deciding whether it matches, and in this repository's languages none can. Go's `++`, `--` and assignments are STATEMENTS, not expressions, so none of them can appear in a `case` expression or anywhere else in a condition, and a type switch's cases are types. Not a gap in the analyzer and not a finding about your code.
- X22 Contradicted release guard — 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
- X23 Unguarded diagnostic materialisation — 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
- X24 Document value interpolated into markup unescaped — 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
- X25 Inert configuration knob — 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
- X27 Collection changed while being enumerated — 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
- X29 Per-element action decided by a fixed element — 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
- 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.
- X4 Structured logging — 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
- X5 Nullable reference types — Not applicable: this check asks whether the null-typed discipline a language offers is switched on, and how much of that the assertion operator takes back, and in this repository's languages there is no such switch and no such operator. Go's type system has no nullable and non-nullable types — every pointer, map, slice and interface is nil-able at every position, there is no switch that turns null checking on, and the compiler produces no nullability warning for an operator to silence. 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.
- X9 Subsumed condition operand — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
Appendix A — Findings (grouped)
Critical — 15 finding(s)
- REDACTED
- REDACTED
- REDACTED
- REDACTED
- REDACTED
- REDACTED
- REDACTED
- REDACTED
- REDACTED
- REDACTED
- REDACTED
- REDACTED
- REDACTED
- REDACTED
- Boundary-crossing change coupling: REDACTED ↔ order.go REDACTED:1
Serious — 35 finding(s)
- REDACTED
- REDACTED
- REDACTED
- REDACTED
- REDACTED
- Duplicated block (8 lines × 2) supply/archive/temp/method13.go:55
- Duplicated block (8 lines × 2) supply/archive/temp/method13.go:64
- Duplicated block (8 lines × 2) supply/archive/temp/method13.go:95
- Duplicated block (8 lines × 2) supply/archive/temp/method13.go:106
- Duplicated block (8 lines × 2) supply/mongo/orders.go:48
- REDACTED
- REDACTED
- REDACTED
- REDACTED
- Deprecated module: github.com/go-chi/chi
- Deprecated module: github.com/golang/protobuf
- Deprecated module: github.com/mongodb/mongo-go-driver
- TodoComment supply/graphql/resolver.go:44
- TodoComment supply/graphql/resolver.go:124
- TodoComment supply/grpc/search.go:20
- Duplicated block (18 lines × 3) supply/archive/temp/method10.go:16
- Duplicated block (18 lines × 3) supply/archive/temp/method10.go:101
- Duplicated block (10 lines × 2) supply/archive/temp/method13.go:73
- Duplicated block (10 lines × 2) supply/archive/temp/method13.go:84
- Dependency pinned to a stale untagged commit: github.com/auth0/go-jwt-middleware
- REDACTED
- REDACTED
- Members sharing a duplicated core (7 members, 50+ identical tokens) supply/archive/temp/method1.go:8
- Duplicated block (15 lines × 2) supply/archive/temp/method13.go:122
- Duplicated block (12 lines × 7) supply/archive/temp/method1.go:9
- Low cohesion: Order (LCOM4 4) supply/archive/temp/di.go:63
- No CI pipeline
- Outbound HTTP without resilience supply/auth/auth.go:133
- Function without context.Context: getPemCert supply/auth/auth.go:131
- Swallowed exception (caught, then discarded) supply/auth/auth.go:68
Minor — 40 finding(s)
- Orphaned file supply/ordering/service.go:1
- Orphaned file supply/grpc/ordering.go:1
- Orphaned file supply/postgres/orders.go:1
- Orphaned file supply/archive/example.go:1
- Orphaned file supply/graphql/resolver.go:1
- Orphaned file supply/auth/auth.go:1
- Orphaned file supply/order.go:1
- Orphaned file supply/archive/temp/method14.go:1
- Orphaned file supply/archive/temp/method13.go:1
- Orphaned file supply/archive/temp/method9.go:1
- Orphaned file supply/archive/temp/method12.go:1
- Orphaned file supply/archive/temp/method11.go:1
- Orphaned file supply/archive/temp/method10.go:1
- Primitive id on a domain type: BlogPost.BlogPostID supply/archive/example.go:163
- Primitive id on a domain type: BlogPost.AuthorID supply/archive/example.go:164
- Primitive id on a domain type: Order.ID supply/order.go:23
- Primitive id on a domain type: Product.ID supply/product.go:9
- Primitive id on a domain type: Project.ID supply/project.go:9
- Mutable entity: BlogPost supply/archive/example.go:162
- Mutable entity: Order supply/order.go:22
- Mutable entity: Product supply/product.go:8
- Mutable entity: Project supply/project.go:8
- REDACTED
- REDACTED
- REDACTED
- Silent fallback default on error supply/graphql/resolver.go:123
- Silent fallback default on error supply/postgres/orders.go:225
- Silent fallback default on error supply/postgres/projects.go:68
- No ADRs found
- REDACTED
- REDACTED
- Orphaned files with no living knowledge
- No ADRs
- No architecture diagram/doc
- README/code drift README.md:14
- No SAST
- No rollback/health safety
- No changelog
- Duplicated predicate supply/archive/temp/method13.go:128
- Not all functions that make a request accept a context.Context
Minor — 10 finding(s)
- Outdated: github.com/99designs/gqlgen
- Outdated: github.com/auth0/go-jwt-middleware
- Outdated: github.com/google/uuid
- Outdated: github.com/google/wire
- Outdated: github.com/lib/pq
- Outdated: github.com/pkg/errors
- Outdated: github.com/rs/cors
- Outdated: github.com/sahilm/fuzzy
- Outdated: github.com/vektah/gqlparser
- Outdated: google.golang.org/grpc
Appendix B — Reproduction & audit trail
| Dimension | Tool | Version | Command | Findings | Raw output |
|---|---|---|---|---|---|
| D28 · Secrets (history) | gitleaks | — | gitleaks detect --no-banner --config /opt/gitleaks-rules/watchdog-gitleaks.toml --report-format json --report-path /tmp/watchdog-gitleaks-dbb7f9537f6442e883d2380ad899eff7/history.json --exit-code 0 --source . | 0 | artifacts/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-dbb7f9537f6442e883d2380ad899eff7/tree.json --exit-code 0 --source . | 0 | artifacts/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 . | 3 | artifacts/raw/semgrep.json |
| D30 · Dependency Vulnerabilities | osv-scanner | — | osv-scanner --format json --recursive --experimental-disable-plugins transitivedependency/requirements --experimental-disable-plugins dotnet/csproj --experimental-disable-plugins dotnet/nugetcpm . | 10 | artifacts/raw/osv-scanner.json |
| D31 · IaC & Container Security | trivy | — | trivy config --format json --quiet . | 15 | artifacts/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. | 0 | — |
| D36 · Supply-chain Provenance & Signing | provenance | — | provenance: not applicable — No CI/build pipeline found (.github/.forgejo/.gitea workflows, .circleci, .buildkite, .woodpecker, .teamcity, .gitlab-ci.yml, .travis.yml, bitbucket-pipelines.yml, .drone.yml, .cirrus.yml, .woodpecker.yml, appveyor.yml, azure-pipelines*.yml, .pipelines/, .vsts-ci/, .azuredevops/, Jenkinsfile); there is no build to attest provenance for. | 0 | — |
| D37 · Vulnerability-disclosure Policy | disclosure | — | 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 | — |
| D40 · Network Egress Confinement | runtime-hardening | — | runtime-hardening: not applicable — No Kubernetes/orchestration workloads found in the repository manifests; network egress policy is a cluster-native control that may live at the platform/firewall layer, so there is nothing to assess here. | 0 | — |
| D41 · Kernel & Syscall Confinement | runtime-hardening | — | runtime-hardening: not applicable — No Kubernetes/orchestration workloads found in the repository manifests; seccomp/AppArmor/SELinux confinement is a workload-level control, so there is nothing to assess here. | 0 | — |
| D42 · Runtime Threat Enforcement | runtime-hardening | — | runtime-hardening: not applicable — No Kubernetes/orchestration workloads found in the repository manifests; runtime threat-detection and admission-control policy are cluster-level controls, so there is nothing to assess here. | 0 | — |
| D43 · Malicious Dependencies | osv-scanner | — | osv-scanner --format json --recursive --experimental-disable-plugins transitivedependency/requirements --experimental-disable-plugins dotnet/csproj --experimental-disable-plugins dotnet/nugetcpm . | 0 | artifacts/raw/osv-scanner.json |