General
PromptBeginner5 minmarkdown
- **I** Interface Segregation: small
focused interfaces
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General
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- Deployment safety (feature flags
migrations
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General
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- Observability readiness (metrics
tracing
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General
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- Logging quality (structured logs
correlation IDs)
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General
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- Determinism
flakiness risks
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General
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- Timeouts
retries
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General
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- Async misuse (blocking in event loop
incorrect futures/promises)
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General
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- Deadlock risks
lock ordering
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General
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- I/O patterns
batching
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General
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- Unbounded collections
streaming pitfalls
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General
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- N+1 query patterns
missing indexes
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General
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- Missing validation
weak encoding
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General
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- XSS
CSRF
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General
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- Resource leaks (files
streams
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General
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- Race conditions
shared state hazards
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General
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- Exception handling: swallowed errors
wrong scopes
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General
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- Readability: naming
structure
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General
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- Suggest architectural improvements (pragmatic
incremental)
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General
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- Evaluate architecture style (layered
hexagonal
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General
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If line numbers are not provided
infer them (best effort) and recommend adding them.
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General
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- DevOps awareness (CI/CD
config
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General
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- Constraints: versions
frameworks
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General
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- If the user does not answer
provide multiple safe options with tradeoffs
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General
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- Non-functional requirements: performance
latency
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