WIP-in-Production Audit

ai-slop-half-finished · v1.0.2 · paid

Catches AI-specific half-finished code patterns that slip into production: mock API responses in real handlers, hardcoded test credentials in fallbacks, stub returns, debug bypasses, and dev-only routes left active.

Mock & Fake Response Code

mock-responses · weight 0.35

No hardcoded fake data returned from API handlers
ab-000255
critical
No in-memory data stores used as production databases
ab-000256
critical
No mock libraries imported in production code
ab-000257
high
No hardcoded JSON fixture files loaded into handlers
ab-000258
high
No stub return values in non-trivial handlers
ab-000259
medium

Hardcoded Test Data in Production

hardcoded-test-data · weight 0.25

No fallback admin credentials in authentication code
ab-000260
critical
No hardcoded test users seeded at production startup
ab-000261
high
No hardcoded user IDs in handler logic
ab-000262
medium
No uninterpolated template variables in output
ab-000263
medium
No hardcoded localhost URLs in non-config source files
ab-000264
low

Incomplete Implementations

incomplete-impl · weight 0.25

No dev-only auth bypass patterns
ab-000265
high
Critical handlers are not empty or return-only
ab-000266
high
No `throw new Error("not implemented")` in production code
ab-000267
medium
No `if (false)` / `if (true)` debug blocks
ab-000268
medium
Explicit 501 Not Implemented responses are justified
ab-000269
low

Dev Artifacts Left in Prod

dev-artifacts · weight 0.15

No debug routes active in production
ab-000270
medium
No dev-only feature flags hardcoded to true
ab-000271
low
`.env.example` does not contain placeholder values in production templates
ab-000272
low
No hardcoded `process.env.NODE_ENV === 'development'` blocks with empty else
ab-000273
low
No "Coming Soon" buttons without backing implementation
ab-000274
info