Executive summary
Read through the Production lens — the standard calibration. *Green* means good enough to run in production. The score is absolute and comparable across repos.
reinowis/seminar-modern-tech carries serious risk (20%). Several issues below can materially affect reliability, security, or the cost of change and warrant near-term attention.
The area that most needs attention is Readiness (9%) — operating, monitoring and recovering the system safely is harder. Maturity (20%) is the next concern — onboarding is slow — key decisions and the architecture aren't written down, so contributors have to reverse-engineer the intent.
Leadership focus, highest impact first: CI workflow that builds and runs the test suite on every push/PR (CI/CD gates); ILogger (or Serilog) and log at meaningful points across… (Observability); tests that import the unreached modules (directly or through… (Test Coverage).
For scale: Small (~3,061 production lines); rebuilding it from scratch would take roughly ~0.1 person-years (~1 engineer). Approximate, ±~30%.
Raise Readiness 9 → 70 (the Healthy floor) ⇒ headline 20 → ~30.
Rebuild cost & value ~ Modeled — €700–€3,400
| Cost to rebuild | €700–€3,400 |
| Domain complexity | Standard |
| Quality factor | 0.7× (at 20% quality) |
| Size & shape | Small · 60% boilerplate · 25% straight-line · 14% branching logic |
This codebase represents roughly ~0.1 person-years of build effort (about ~€2,000 to rebuild). Its weakest lens is Readiness at 9% — the part of that asset most exposed by the findings below.
Top priorities
Diagnosis — what's actually going on
Trajectory
Architecture — module dependency graph
At a glance — Code Health
At a glance — Architecture
At a glance — Maturity
At a glance — Readiness
At a glance — Security
At a glance — Accessibility
Security & Compliance — OWASP Top-10 mapping
| OWASP category | Findings | Severity |
|---|---|---|
| A02:2021 — Cryptographic Failures | 1 | High / Critical |
Roadmap
First, establish a continuous integration workflow to build and test every push or pull request. Next, implement structured logging across all services and enable health checks to improve observability. Then, expand test coverage to include all unreached production modules. Finally, configure linting and type-checking scripts in the CI pipeline and immediately resolve the detected secret leak.
| Do this | Helps | Effort | Dimension |
|---|---|---|---|
| Resolve the 1 Leaked secret finding(s) in Secret Scanning — start with Details.cshtml. | +9.7 pts | Low | Secret Scanning |
| Resolve the 1 No automated tests finding(s) in Code Coverage. | +9.7 pts | Low | Code Coverage |
| Resolve the 1 No tests found finding(s) in Test Distribution. | +9.7 pts | Low | Test Distribution |
| Add a CI workflow that builds and runs the test suite on every push/PR. | +11.1 pts | Medium | CI/CD gates |
| Adopt ILogger (or Serilog) and log at meaningful points across the projects. | +11.1 pts | Medium | Observability |
| Add tests that import the unreached modules (directly or through their public entry). | +11.1 pts | Medium | Test Coverage |
| Add the missing tooling (eslint, tsc) as package.json scripts and run them in CI. | +11.1 pts | Medium | Tooling |
| Adopt EF migrations (dotnet ef migrations add + Migrate() on startup) as the explicit, versioned schema strategy — no migration mechanism was detected. | +9.2 pts | Medium | Schema migrations |
File quality
| File | Score | Band | Worst signal |
|---|---|---|---|
| Presentation/Views/Home/Details.cshtml | 7.2 | Mixed | Secret Scanning: Leaked secret: gcp-api-key |
| Presentation/Controllers/AccountController.cs | 7.3 | Mixed | Explicit Debt: CommentedOutCode |
| Presentation/App_Start/Startup.Auth.cs | 7.7 | Mixed | Explicit Debt: CommentedOutCode |
| Presentation/Controllers/ManageController.cs | 8.5 | Near-clean | Cognitive Complexity: ManageController.Index (cognitive 21) |
| Presentation/Controllers/HomeController.cs | 8.5 | Near-clean | Code Duplication: Duplicated block (10 lines × 2) |
| Presentation/Presentation.csproj | 8.5 | Near-clean | Documentation Quality: Low XML-doc coverage: Presentation |
| Domain/Domain.csproj | 8.5 | Near-clean | Documentation Quality: Low XML-doc coverage: Domain |
| Application/Application.csproj | 8.5 | Near-clean | Documentation Quality: Low XML-doc coverage: Application |
| Infra/Infra.csproj | 8.5 | Near-clean | Documentation Quality: Low XML-doc coverage: Infra |
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. 53 of 56 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 0.5 — 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 — 56 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, 11 of 25 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 |
| jscpd | Code duplication | — | ✓ deterministic |
| Coverage (coverlet / dotnet-coverage) | Line & branch coverage | 10.0.301 | ✓ deterministic |
| NuGet / dotnet | Outdated, vulnerable & deprecated dependencies | 10.0.301 | ✓ 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 | ✓ 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
- D30 Dependency Vulnerabilities — scanner not present in this environment — The backing tool was not installed where this scan ran, so this dimension was not scored. Install the tool (or run in the hosted environment, where it is always present) for a graded result.
- D31 IaC & Container Security — scanner not present in this environment — The backing tool was not installed where this scan ran, so this dimension was not scored. Install the tool (or run in the hosted environment, where it is always present) for a graded result.
- D32 Data Compliance (PII/GDPR) — scanner not present in this environment — The backing tool was not installed where this scan ran, so this dimension was not scored. Install the tool (or run in the hosted environment, where it is always present) for a graded result.
- D33 JS/npm Dependency Vulnerabilities — scanner not present in this environment — The backing tool was not installed where this scan ran, so this dimension was not scored. Install the tool (or run in the hosted environment, where it is always present) for a graded result.
- D36 Supply-chain Provenance & Signing — scanner not present in this environment — The backing tool was not installed where this scan ran, so this dimension was not scored. Install the tool (or run in the hosted environment, where it is always present) for a graded result.
- D37 Vulnerability-disclosure Policy — scanner not present in this environment — The backing tool was not installed where this scan ran, so this dimension was not scored. Install the tool (or run in the hosted environment, where it is always present) for a graded result.
- D38 OSV Dependency Vulnerabilities — scanner not present in this environment — The backing tool was not installed where this scan ran, so this dimension was not scored. Install the tool (or run in the hosted environment, where it is always present) for a graded result.
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 (jscpd) — it finds copy-paste, not semantic duplication expressed differently. Committed machine-written code (EF migration scaffolds, *.Designer.cs, model snapshots) is EXCLUDED — its repetition is the tool's, not the team's — so the score reflects hand-written duplication only; the generated footprint is reported separately under Solution Shape.
- D5 Coupling: Coupling is measured between projects/assemblies — runtime coupling through DI, reflection, messaging or shared databases is invisible to a static reference graph.
- D6 Cohesion (LCOM4): LCOM4 cohesion is syntactic — it infers connectivity from which methods touch which fields/methods by name, not from real runtime behaviour or intent.
- D8 Code Coverage: Coverage is measured by building and running the suite (`dotnet test --collect`) inside Watchdog's isolated image — the target repo is never modified, and nothing on your systems runs. So coverage exists only when the suite builds and runs within the inline time budget; one that needs external services, can't build, or exceeds the budget yields no coverage (D8 then degrades to not-measured, not a low score). Line coverage also says nothing about assertion quality.
- 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 (EF migrations, designer files, snapshots) is excluded — it is never the team's dead code to delete.
- D18 Solution Shape: Build integrity reflects whether the solution compiled in this environment — a build that needs a private feed, a specific SDK, or a generated file absent from the repo can read as broken when it is merely unreproducible here.
- 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.
- 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.
- D24 Comment Value: Comment value (WHY vs WHAT) is an LLM judgement over a bounded sample — it is advisory and cannot weigh a comment against the precise code change it was written to explain.
- 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").
- 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.
- AC1 Text alternatives: Alt-text is detected structurally — the scan sees that an alternative EXISTS, not whether it meaningfully describes the image, and decorative-vs-missing is judged by attribute shape; runtime-injected images and a non-role=img decorative svg are out of scope. This is accessibility readiness, never a WCAG conformance claim.
- AC2 Forms & labels: Label association is read from static markup — a label wired up at runtime (JS-set aria-labelledby, framework-injected ids) reads as missing, a present label says nothing about whether its text is correct. A known UI-library field component (e.g. a JSX <TextField>) is now checked conservatively — flagged only when it carries NO label/aria-label/aria-labelledby/id/name — but wrapper/context-labelled libraries (Chakra/Radix FormControl+FormLabel) aren't statically visible (possible false positive) and non-JSX lowercased components are still skipped. A clean result is "no unlabelled native control found", not a labelling proof.
- AC3 Page structure: Page structure is read from the static markup tree — landmarks, headings and lang injected at runtime aren't seen, heading ORDER is checked structurally (not against the rendered visual hierarchy), and lang/title/main fire only on full documents, never partials, and the data-table check sees header-cell presence (a <th> exists), not whether each header correctly associates with its cells. Static readiness, not conformance.
- AC6 Visual & motion safety: Contrast and motion safety are PARTIAL by construction — literal colours (hex/rgb/hsl/named) in inline styles, in-repo <style> blocks, in-repo .css files, var() tokens, Tailwind neutral utilities and CSS-in-JS top-level declarations are read (same-rule/same-element colour+background pairs only); computed/runtime/theme colour, external-CDN stylesheets, CSS-in-JS dynamic (${…}) and nested-selector colours, cross-element pairs and image contrast stay out of reach, so a clean result is bounded by what the static CSS itself shows.
- AC7 A11y enforcement: Enforcement is scored from in-repo config/CI evidence only — an a11y gate enforced in external tooling with no in-repo trace can't be credited, and a configured linter is presence, not proof the rules actually run or block a merge.
- 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.
- 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.
The LLM boundary
Dimensions
D1 · Cyclomatic Complexity
0 method(s) exceeded the cyclomatic complexity threshold of 15.
D2 · Cognitive Complexity
1 method(s) exceeded the cognitive complexity threshold of 15; the worst was ManageController.Index at 21.
D3 · God Classes
0 god class(es) detected.
D4 · Code Duplication
1 duplicated block group(s) detected.
D5 · Coupling
4 projects, 0 dependency cycle(s), 0 unstable depended-on project(s).
D6 · Cohesion (LCOM4)
0 of 6 classes have LCOM4 above 3.
D8 · Code Coverage
No automated tests — the solution has no test code.
What to do
- Resolve the 1 No automated tests finding(s) in Code Coverage. — One of this dimension's main actionable groups (1 issue-level).
- Enforce Code Coverage in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Verified — provenance only; does not change the score.
D9 · Test Distribution
No test projects found.
What to do
- Resolve the 1 No tests found finding(s) in Test Distribution. — One of this dimension's main actionable groups (1 recommendation-level).
D12 · Dependency Hygiene
0 outdated, 0 vulnerable, 0 deprecated packages.
D13 · Secret Scanning
1 secret(s) detected.
What to do
- Resolve the 1 Leaked secret finding(s) in Secret Scanning — start with Details.cshtml. — One of this dimension's main actionable groups (1 issue-level).
- Enforce Secret Scanning in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Prevented — provenance only; does not change the score.
D15 · Churn × Complexity Hotspots
No churn × complexity hotspots in the window.
D17 · Explicit Debt
3 deducted debt markers + 0 dead symbols across 3061 LoC (0.1/KLoC) → score 9.7.
D18 · Solution Shape
4 projects, 70 .cs files, 3061 hand-written lines of code (3061 production / 0 test), 5 inter-project edges (build failed).
D19 · Documentation Quality
The project has no README files and only a single XML document covering the Presentation domain is present with 2 of 234 topic nodes covered; none of the architecture/design docs or application/infrastructure domains are documented. The low coverage across all four categories (Presentation, Domain, Application, Infra) indicates that documentation effort is minimal despite the presence of an XML doc.
What to do
- Resolve the 4 Low XML-doc coverage finding(s) in Documentation Quality — start with Application.csproj, Domain.csproj, Infra.csproj. — One of this dimension's main actionable groups (4 warning-level).
D21 · Naming Consistency
5 naming inconsistencies across 200 sampled symbols.
What to do
- Resolve the 1 Entity types are inconsistently named finding(s) in Naming Consistency. — One of this dimension's main actionable groups (1 recommendation-level).
- Resolve the 1 Repository interfaces are inconsistently named finding(s) in Naming Consistency. — One of this dimension's main actionable groups (1 recommendation-level).
- Resolve the 1 Service classes are inconsistently named finding(s) in Naming Consistency. — One of this dimension's main actionable groups (1 recommendation-level).
D24 · Comment Value
6 valuable / 1 redundant across 200 sampled comments; 1 shown with locations.
What to do
- Resolve the 1 redundant comment finding(s) in Comment Value — start with Startup.Auth.cs. — One of this dimension's main actionable groups (1 recommendation-level).
D26 · Project Cohesion
0 of 4 projects flagged as possibly oversized/incoherent.
D28 · Secrets (history)
gitleaks scanned the full history AND the current working tree and found no secrets.
D29 · Static Analysis (SAST)
semgrep found no security issues.
D35 · Change Coupling
No strong hidden change-coupling between production files.
Frontend & cross-cutting dimensions
AC1 · Text alternatives
- An image with no alt (and no aria-label/aria-labelledby) is unreadable to assistive tech. Add alt — alt="" if it's purely decorative. (×4) — Details.cshtml:16, Index.cshtml:21, Details.cshtml:10, …
What to do
- Add a text alternative — alt on images (alt="" for purely decorative ones), a title or aria-label on meaningful svg, and a captions <track> on video.
AC2 · Forms & labels
- This control has no associated label. Add a <label for> / wrapping <label> / aria-label / aria-labelledby so assistive tech can name it. (×8) — Create.cshtml:35, Create.cshtml:43, Edit.cshtml:37, …
What to do
- Give every control a programmatic label (a <label for> / wrapping <label> / aria-label) and every button text — a placeholder is not a label.
AC3 · Page structure
- No <main> (or role="main") means no "skip to content" target and a weaker landmark map. Wrap the primary content in <main>. (×2) — Project_Readme.html:2, _Layout.cshtml:3
- Skipping heading levels breaks the document outline assistive tech relies on. Don't jump levels — increase by at most one. (×21) — ForgotPassword.cshtml:9, Login.cshtml:12, Register.cshtml:9, …
- An iframe with no title (or an empty one) is announced only as "frame". Add a non-empty title describing its content, or an aria-label. — Details.cshtml:25
- The page declares no language, so assistive tech can't pick the right pronunciation. Add lang (e.g. lang="en"). — _Layout.cshtml:3
What to do
- Declare <html lang>, a document <title> and a <main> landmark, keep headings in order, leave zoom enabled, title iframes and drop meta-refresh.
AC6 · Visual & motion safety
- A CSS rule's foreground/background colour pair falls below the 4.5:1 WCAG AA minimum for normal text. Darken or lighten one of them. (×2) — bootstrap.css:0, main.css:0
What to do
- Keep a visible focus style (don't remove the outline without a replacement), guard animation with prefers-reduced-motion, and raise low-contrast colour pairs to at least 4.5:1.
AC7 · A11y enforcement
- No accessibility enforcement found — no a11y linter (eslint-plugin-jsx-a11y / vuejs-accessibility) and no axe/pa11y/Lighthouse in tests or CI. Start with the linter to catch issues at author time.
What to do
- Enforce accessibility in the toolchain: add eslint-plugin-jsx-a11y (or vuejs-accessibility), assert with jest-axe / playwright-axe in tests, then gate axe/pa11y/Lighthouse in CI.
AX10 · Code composition
AX3 · Project dependency cycles
AX4 · Dependency direction
AX5 · Architecture & structure
AX6 · Interface segregation
C1 · Data Protection
- No data-protection or encryption usage (ASP.NET Data Protection, AES, column encryption, PBKDF2) was found — sensitive data at rest may be unprotected. If TDE/KMS/vault is delegated to infrastructure, ignore.
What to do
- Encrypt sensitive data at rest (ASP.NET Core Data Protection / column encryption) and manage keys in a vault. Skip if delegated to infra (Postgres TDE, KMS, etc.).
- Enforce HTTPS (UseHttpsRedirection / RequireHttpsMetadata) so data in transit is always encrypted.
C2 · Access Controls
- Authorization IS enforced here (via [Authorize]/guards) — this is NOT a claim that endpoints are unprotected. What's missing is NAMED policies (AddAuthorization/AddPolicy, RequireRole/RequireClaim, RequireAuthorization): the access rules are implicit rather than named and testable. Recommendation, not a defect — name the rules so they're reviewable.
- [AllowAnonymous] (19) outweighs [Authorize] (6) — review whether the open surface is intended.
What to do
- Add policy-based authorization — name the access rules (AddAuthorization(o => o.AddPolicy(…))) and apply them via [Authorize(Policy = …)] or RequireAuthorization.
- Review the [AllowAnonymous] surface — keep anonymous endpoints deliberate and documented so the open surface stays intentional.
GD1 · Unfinished & placeholder code
- A shipped member still throws NotImplementedException — generated scaffolding that was never completed. Implement it or remove the dead surface. — RepositoryBase.cs:48
What to do
- Finish or delete NotImplementedException stubs and replace placeholder literals before shipping.
IC1 · Incompleteness & stubs
- `Dispose` is a shipped member whose whole body throws NotImplementedException — scaffolding that was never completed. Implement it or remove the dead surface. — RepositoryBase.cs:46
- A line of code has been commented out rather than removed — dead weight that rots and confuses. Delete it (version control remembers). (×7) — AccountController.cs:162, AccountController.cs:163, AccountController.cs:164, …
What to do
- Finish or delete the unfinished stubs (NotImplementedException / empty / constant-returning bodies) — they are dead surface that looks live.
- Clear the softer debt: remove commented-out code and dead branches, re-enable or delete skipped tests, and replace blanket warning suppressions with targeted ones.
M1 · Documentation (README)
- No README at the repository root — newcomers have no entry point.
What to do
- Add a root README: what the system is, how to build/run it, and a map of the projects.
- Add a README to the 4 of 4 project(s) that lack one — worth up to 2 pts.
M2 · Architecture documentation
- No Architecture Decision Records found — decisions aren't captured for future maintainers.
- No C4/PlantUML/Mermaid diagram or architecture.md — the high-level shape isn't documented.
What to do
- Start an ADR log (docs/adr/) recording significant decisions and their rationale.
- Add a C4 context/container diagram (Structurizr, PlantUML or Mermaid) or an architecture.md overview.
M3 · Folder & project structure
- Projects aren't grouped under a src/ folder — production and tooling code are mixed at the root.
- Test projects aren't grouped under a tests/ folder — the test surface isn't separable from production code at a glance.
- Only 1/4 projects share a common root namespace — the code's module identity is inconsistent.
What to do
- Group production code under src/ (or split deliberately, e.g. backend/ + frontend/) so production and tooling code aren't mixed at the root.
- Group test projects under tests/ (or test/, spec/) so the test surface is discoverable and CI can scope it.
- Adopt a consistent root-namespace convention (a shared prefix, e.g. Acme.*); short project-file/directory names are fine as long as the RootNamespace is uniform.
M4 · Documentation accuracy
- There is no README, so nothing documents what the system is or how it works.
What to do
- Add a README describing the system, how to build/run it, and keep it current.
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
- No ILogger/Serilog usage found — production issues will be hard to diagnose.
What to do
- Adopt ILogger (or Serilog) and log at meaningful points across the projects.
- Consider OpenTelemetry tracing/metrics and a health-check endpoint for operability.
P3 · Security & performance tooling
- No static application security testing (CodeQL / security analyzers / codehealth) detected.
What to do
- Add a SAST step (e.g. CodeQL) or a security analyzer package.
- Enable Dependabot/Renovate or a dependency-review gate.
- Add gitleaks/trufflehog in CI to block PRs that introduce committed secrets.
P8 · Schema migrations
- EF Core is used but neither migrations nor EnsureCreated were detected — confirm how the production schema is created and evolved.
What to do
- Adopt EF migrations (dotnet ef migrations add + Migrate() on startup) as the explicit, versioned schema strategy — no migration mechanism was detected.
R1 · Type Safety
- 0 typed · 12 plain JS
What to do
- Migrate the remaining .js/.jsx files to TypeScript.
R10 · Code Duplication
- Presentation/Scripts/jquery-1.10.2.intellisense.js:16 · Presentation/Scripts/jquery-1.10.2.intellisense.js:61 · Presentation/Scripts/jquery-1.10.2.intellisense.js:115 · Presentation/Scripts/jquery-1.10.2.intellisense.js:180 — jquery-1.10.2.intellisense.js:16
- Presentation/Scripts/jquery-1.10.2.intellisense.js:642 · Presentation/Scripts/jquery-1.10.2.intellisense.js:718 — jquery-1.10.2.intellisense.js:642
- Presentation/Scripts/jquery-1.10.2.intellisense.js:694 · Presentation/Scripts/jquery-1.10.2.intellisense.js:2581 — jquery-1.10.2.intellisense.js:694
- Presentation/Scripts/jquery-1.10.2.intellisense.js:391 · Presentation/Scripts/jquery-1.10.2.intellisense.js:459 · Presentation/Scripts/jquery-1.10.2.intellisense.js:579 · Presentation/Scripts/jquery-1.10.2.intellisense.js:693 — jquery-1.10.2.intellisense.js:391
- Presentation/Scripts/bootstrap.js:1459 · Presentation/Scripts/bootstrap.js:1577 — bootstrap.js:1459
- Presentation/Scripts/bootstrap.js:498 · Presentation/Scripts/bootstrap.js:1744 — bootstrap.js:498
- Presentation/Scripts/bootstrap.js:175 · Presentation/Scripts/bootstrap.js:503 — bootstrap.js:175
- Presentation/Scripts/modernizr-2.6.2.js:731 · Presentation/Scripts/modernizr-2.6.2.js:768 — modernizr-2.6.2.js:731
What to do
- Extract the duplicated blocks into shared functions/components.
R2 · Cyclomatic Complexity
- Branch-heavy code is where defects cluster — extract decisions into smaller functions. (×8) — jquery-1.10.2.js:7888, jquery-1.10.2.js:4935, jquery-1.10.2.js:2083, …
What to do
- Break down the listed branch-heavy functions; aim P95 cyclomatic ≤ 5.
R3 · Large Files
- 7 file(s) over 400 lines
What to do
- Split the oversized components into smaller, focused ones.
R4 · Test Coverage
- No test imports this module directly or transitively — its behavior is unverified. (×8) — jquery-1.10.2.js, jquery-1.10.2.intellisense.js, bootstrap.js, …
What to do
- Add tests that import the unreached modules (directly or through their public entry).
R6 · Tooling
- test ✗ · lint ✗ · typecheck ✗
What to do
- Add the missing tooling (eslint, tsc) as package.json scripts and run them in CI.
R7 · Dead Code
- 8 file(s) (~17302 LoC) were excluded from dead-code analysis — declare main/module/exports or a conventional entry (src/index.*, an index.html script) so reachability can see this package.
R8 · Dependency Hygiene
R9 · Circular Imports
S1 · Web-Security Posture
- No Content-Security-Policy / X-Frame-Options / X-Content-Type-Options configuration found — defense in depth, even when a reverse proxy could set them. (−2.0 on this card.)
- No UseHttpsRedirection/UseHsts and no reverse-proxy signal — transport security is unverified at the app layer. (−2.0 on this card.)
- No CookieSecurePolicy/HttpOnly/SameSite configuration found. (−1.5 on this card; skip if the app sets no cookies.)
What to do
- Add security response headers (Content-Security-Policy, X-Frame-Options, X-Content-Type-Options) — defense in depth, even when a reverse proxy could set them.
- Enforce HTTPS at the app layer (UseHttpsRedirection / UseHsts) — only skip this if a reverse proxy demonstrably terminates TLS.
- Set secure cookie flags — CookieSecurePolicy.Always, HttpOnly, and SameSite (Strict/Lax) on auth/session cookies. Skip only if the app sets no cookies.
X1 · Async correctness
X2 · Cancellation propagation
- Only 0/24 async methods accept a CancellationToken, so requests can't be cancelled cleanly under load or on client disconnect. In Blazor Server circuits and other short-write hosts, omitting it can be an accepted convention — judge against your hosting model.
- No CancellationToken parameter — work can't be cancelled cleanly on disconnect/shutdown. (×24) — AccountController.cs:66, AccountController.cs:96, AccountController.cs:109, …
What to do
- Thread a CancellationToken through async methods so work stops promptly on cancellation.
X3 · Exception handling
X4 · Structured logging
WCAG coverage — what static analysis assessed
| Dimension | WCAG 2.2 A/AA criteria | Coverage |
|---|---|---|
| AC1 · Text alternatives | 1.1.1, 1.2.2, 1.2.5 | Partial signal |
| AC2 · Forms & labels | 1.3.1, 3.3.2, 4.1.2 | Partial signal |
| AC3 · Page structure | 1.4.4, 2.2.1, 2.4.1, 2.4.2, 3.1.1, 4.1.2 | Partial signal |
| AC6 · Visual & motion safety | 1.4.3, 2.4.7 | Partial — literal CSS only |
| AC7 · A11y enforcement | enforcement — no page criterion | Enforcement posture (process) |
Reference — by lens
| Lens | Score | Rating | Impact |
|---|---|---|---|
| Code Health | 34% | Weak — gated by R1, R2, R3 | Capped at Fair by a Critical contributor — resolve it before relying on this lens. |
| Architecture | 83% | Strong | Strongest area. |
| Maturity | 20% | Critical — gated by M1, M2, M4 | Capped at Fair by a Critical contributor — resolve it before relying on this lens. |
| Readiness | 9% | Critical — gated by D8, D9, R4, R6, P1, P2, P3 | Capped at Fair by a Critical contributor — resolve it before relying on this lens. |
| Security | 38% | Weak — gated by C1 | Capped at Fair by a Critical contributor — resolve it before relying on this lens. |
| Accessibility | 34% | Weak — gated by AC1 | Capped at Fair by a Critical contributor — resolve it before relying on this lens. |
Not included — 48 check(s) not relevant to this codebase
- AC4 Keyboard semantics — No interactive element found in the parsed markup — AC4 not applicable here.
- AC5 ARIA correctness — No ARIA usage found in the parsed markup — AC5 not applicable here.
- AX1 Captive dependencies — no DI registrations detected
- AX2 Stateful singletons — no singleton implementations detected
- 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
- C3 Audit Trail — Repo shows no audit-logging mechanism (IAuditable, an immutable audit log, an EF SaveChanges interceptor) for sensitive changes — absence of evidence is not evidence of a working control. Record an audit trail in code (or document where it lives) so this dimension can be scored.
- C4 Data Retention — Repo shows no data-retention / TTL / cleanup mechanism for personal data — absence of evidence is not evidence of a working control. Define retention periods and a purge/cleanup job (or TTL) in code, or document where retention is enforced, so this dimension can be scored.
- C5 Data-Subject Rights — Repo shows no corroborated data-subject-rights mechanism (erasure / export-portability / consent) tied to a subject id or GDPR vocabulary — absence of evidence is not evidence of a working control. Implement erasure, data export/portability and consent tracking over the subject's records.
- D10 Test Quality — No tests in the analyzed solution to assess for quality.
- D11 Test Reliability — Test reliability not included
- D14 License Compliance — license scan produced no result — the tool ran but its JSON output could not be parsed; the offline NuGet fallback resolved nothing
- D16 Bus Factor — early-stage repository — too few commits for a meaningful bus factor
- D20 ADR Quality — N/A — ADRs are expected on deployable products with a user-facing host, not consumed libraries; no ADR log is required here.
- D22 Internal API Consistency — No exposed public API
- D23 Boundary Type-Coupling — At only 3061 LoC the codebase is small despite four projects, so its size alone makes it not need explicit boundaries.
- D25 ADR Conformance — no ADRs to check
- D27 Navigability — symbol resolution incomplete — navigability not assessed
- D30 Dependency Vulnerabilities — the solution did not restore on the analyzer's .NET SDK (an SDK/target-framework/restore mismatch, common for an older codebase), so there was no restored dependency graph to scan for NuGet CVEs — excluded rather than scored; re-run on an SDK that can restore this solution
- D31 IaC & Container Security — No Infrastructure-as-Code or container manifests found (Dockerfile, Terraform, Kubernetes/Helm, CloudFormation); nothing to scan.
- D32 Data Compliance (PII/GDPR) — No PII/GDPR-handling patterns detected (p/gdpr ruleset) — no data-compliance surface to assess.
- D33 JS/npm Dependency Vulnerabilities — No JS/npm manifest or lockfile found outside bin/obj (package.json, package-lock.json, yarn.lock, pnpm-lock.yaml, bun.lockb); no JS dependencies to scan.
- D34 Knowledge Freshness — early-stage repository — too little history to judge knowledge freshness
- D36 Supply-chain Provenance & Signing — No CI/build pipeline found (.github/workflows, .gitlab-ci.yml, azure-pipelines.yml, Jenkinsfile, .circleci); there is no build to attest provenance for.
- D37 Vulnerability-disclosure Policy — No vulnerability-disclosure policy file found (SECURITY.md, .github/SECURITY.md, docs/SECURITY.md, .well-known/security.txt). A coordinated-disclosure policy may live off-repo, so this is not evidenced rather than failed.
- D38 OSV Dependency Vulnerabilities — No JS/npm lockfile found outside bin/obj (package-lock.json, yarn.lock, pnpm-lock.yaml, bun.lockb); nothing for OSV to scan.
- D39 IL Efficiency — The target did not build, so no IL was available to measure.
- D7 Architectural Integrity — no checkable ADRs and no dependency cycles — architectural integrity not assessed
- DM1 Domain Modelling — not run — 0/3 markers found
- ED1 Event-Driven — not run — 0/3 markers found
- ED5 Idempotency — no mutating command handlers or message consumers detected — idempotency check not applicable
- ES1 Event Sourcing — not run — 0/3 markers found
- P12 CI test-gate honesty — no CI workflow found
- P4 Deployment & Rollback — not evidenced — no deploy/rollback/approval signal in the repo; absence of evidence is not evidence of a manual release
- P5 DR & Backup — not evidenced — repo shows no backup/RTO/RPO controls; absence of evidence is not evidence of a working control
- P6 Release Hygiene — not evidenced — no changelog, version stamp or semver release tag in the repo
- P7 Outbound HTTP resilience — no outbound HTTP usage detected
- P9 Domain vs controller coverage — no coverage report found on disk — run tests with `--collect:"XPlat Code Coverage"` (or in CI) to enable this cross-layer check
- PF1 Benchmark discipline — Performance is assessed only for perf-relevant repos — a packaged library, one that ships benchmarks, or one already using allocation-aware APIs. This repo isn't one, so the Performance lens is not applicable and is excluded from the score.
- PF2 Allocation hygiene — Performance is assessed only for perf-relevant repos — a packaged library, one that ships benchmarks, or one already using allocation-aware APIs. This repo isn't one, so the Performance lens is not applicable and is excluded from the score.
- PF3 Async & latency hygiene — Performance is assessed only for perf-relevant repos — a packaged library, one that ships benchmarks, or one already using allocation-aware APIs. This repo isn't one, so the Performance lens is not applicable and is excluded from the score.
- R11 Import Boundaries — No recognizable feature-sliced/layered src layout — boundary rules not applicable.
- R5 Dependency Freshness — no package-lock.json — dependency freshness not measured (would require an npm lockfile); JS/npm CVEs are scored in D33 (JS/npm Dependency Vulnerabilities)
- SC1 Supply-chain hygiene — no data
- X5 Nullable reference types — no NRT-eligible projects
- X6 Hand-rolled structured-format parsing — no data
- X7 Silent fallback defaults — no data
Appendix A — Findings (grouped)
Issue — 2 finding(s)
- Leaked secret: gcp-api-key Presentation/Views/Home/Details.cshtml:38
- No automated tests
Warning — 9 finding(s)
- Low XML-doc coverage: Presentation Presentation/Presentation.csproj
- Low XML-doc coverage: Domain Domain/Domain.csproj
- Low XML-doc coverage: Application Application/Application.csproj
- Low XML-doc coverage: Infra Infra/Infra.csproj
- CommentedOutCode Presentation/App_Start/Startup.Auth.cs:61
- CommentedOutCode Presentation/Controllers/AccountController.cs:162
- CommentedOutCode Presentation/Controllers/AccountController.cs:214
- ManageController.Index (cognitive 21) Presentation/Controllers/ManageController.cs:55
- Duplicated block (10 lines × 2) Presentation/Controllers/HomeController.cs:43
Recommendation — 10 finding(s)
- Test reliability not included
- early-stage repository — too few commits for a meaningful bus factor
- Entity types are inconsistently named: some use plural forms (e.g., 'transport' is singular, 'hotels' is plural in controller, 'activities' is plural in controller, 'places' is plural in controller, 'users' is plural in context). The entity classes themselves use singular nouns for transport, hotel, activity, place, and user, but the context and controllers use plural forms or inconsistent casing.
- Repository interfaces are inconsistently named: some follow a generic pattern (IRepositoryBase), while others are specific (IRepositoryPlace, IRepositoryActivity, IRepositoryTransport). This creates a mixed pattern where some entities have specific repository interfaces and others use the generic base.
- Service classes are inconsistently named: the base class is 'AppServiceBase', while specific services are named 'AppServiceTransport', 'AppServiceActivity', etc. This mixes a generic base with specific implementations that don't follow a consistent naming pattern (some use 'AppService', some use 'Service' in other parts of the codebase).
- Service interfaces are inconsistently named: some follow a generic pattern (IServiceBase), while others are specific (IServiceActivity, IServiceHotel, etc.). This creates a mixed pattern where some entities have specific service interfaces and others use the generic base.
- Controller classes are inconsistently named: some use plural nouns (hotels, activities, places, transports) while others use singular or different patterns. This creates a lack of consistency in controller naming conventions.
- redundant comment Presentation/App_Start/Startup.Auth.cs:14
- early-stage repository — too little history to judge knowledge freshness
- No tests found
Info — 4 finding(s)
- git history depth insufficient
- Build did not complete in the analyzer
- No exposed public API
- git history depth insufficient
Appendix B — Reproduction & audit trail
| Dimension | Tool | Version | Command | Findings | Raw output |
|---|---|---|---|---|---|
| D28 · Secrets (history) | gitleaks | — | gitleaks detect --no-banner --report-format json --report-path /dev/stdout --exit-code 0 --source . | 0 | artifacts/raw/gitleaks-history.json |
| D29 · Static Analysis (SAST) | semgrep | — | semgrep --config auto --json --quiet --timeout 0 --metrics off . | 0 | — |
| D30 · Dependency Vulnerabilities | dotnet | — | dotnet: not applicable — the solution did not restore on the analyzer's .NET SDK (an SDK/target-framework/restore mismatch, common for an older codebase), so there was no restored dependency graph to scan for NuGet CVEs — excluded rather than scored; re-run on an SDK that can restore this solution | 0 | — |
| D31 · IaC & Container Security | trivy | — | trivy: not applicable — No Infrastructure-as-Code or container manifests found (Dockerfile, Terraform, Kubernetes/Helm, CloudFormation); nothing to scan. | 0 | — |
| D32 · Data Compliance (PII/GDPR) | semgrep | — | semgrep: not applicable — No PII/GDPR-handling patterns detected (p/gdpr ruleset) — no data-compliance surface to assess. | 0 | — |
| D33 · JS/npm Dependency Vulnerabilities | trivy | — | trivy: not applicable — No JS/npm manifest or lockfile found outside bin/obj (package.json, package-lock.json, yarn.lock, pnpm-lock.yaml, bun.lockb); no JS dependencies to scan. | 0 | — |
| D36 · Supply-chain Provenance & Signing | provenance | — | provenance: not applicable — No CI/build pipeline found (.github/workflows, .gitlab-ci.yml, azure-pipelines.yml, Jenkinsfile, .circleci); 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, .github/SECURITY.md, docs/SECURITY.md, .well-known/security.txt). A coordinated-disclosure policy may live off-repo, so this is not evidenced rather than failed. | 0 | — |
| D38 · OSV Dependency Vulnerabilities | osv-scanner | — | osv-scanner: not applicable — No JS/npm lockfile found outside bin/obj (package-lock.json, yarn.lock, pnpm-lock.yaml, bun.lockb); nothing for OSV to scan. | 0 | — |
Appendix C — Personal-data map
Email — 6 field(s)
- ExternalLoginConfirmationViewModel.Email Presentation/Models/AccountViewModels.cs:10
- ForgotViewModel.Email Presentation/Models/AccountViewModels.cs:46
- LoginViewModel.Email Presentation/Models/AccountViewModels.cs:54
- RegisterViewModel.Email Presentation/Models/AccountViewModels.cs:70
- ResetPasswordViewModel.Email Presentation/Models/AccountViewModels.cs:89
- ForgotPasswordViewModel.Email Presentation/Models/AccountViewModels.cs:110
Phone — 2 field(s)
- IndexViewModel.PhoneNumber Presentation/Models/ManageViewModels.cs:12
- VerifyPhoneNumberViewModel.PhoneNumber Presentation/Models/ManageViewModels.cs:78