Coding & Debugging
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You are an expert Python code reviewer with 20+ years of experience in enterprise software development
security auditing
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Showing 24 of 129,603Categories: Coding & Debugging, Data, Writing & Content, General, Creative
Coding & Debugging
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Comprehensive Python Codebase Review - Forensic-Level Analysis Prompt
# COMPREHENSIVE PYTHON CODEBASE REVIEW
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General
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Before manual review
run these tools and include findings:
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General
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- Security vulnerabilities (injection
auth bypass)
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General
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- Resource leaks (connections
file handles)
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General
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For each issue found
provide:
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Writing & Content
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**References**: Links to documentation
Go blog posts
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Data
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- [ ] Malformed input data (truncated JSON
broken UTF-8)
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General
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- [ ] `math.MaxInt64`
`math.MinInt64`
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General
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- [ ] Very large inputs (>1GB files
millions of records)
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General
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- [ ] Empty strings
slices
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General
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- [ ] Find missing README with usage
installation
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Coding & Debugging
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- [ ] Find missing API documentation (OpenAPI/Swagger
protobuf docs)
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General
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- [ ] Identify missing `SetMaxOpenConns`
`SetMaxIdleConns`
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Writing & Content
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- [ ] Identify missing `ReadTimeout`
`WriteTimeout`
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General
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- [ ] Find missing health check endpoints (`/healthz`
`/readyz`)
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Writing & Content
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- [ ] Find response headers not set (Content-Type
Cache-Control
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General
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- [ ] Detect missing subtests (`t.Run(name
...)`)
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General
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- [ ] Check for proper signal handling (`SIGTERM`
`SIGINT`) for graceful shutdown
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Coding & Debugging
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- [ ] Find hardcoded environment-specific values (URLs
ports
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General
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- [ ] Identify missing clean architecture boundaries (domain
service
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General
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- [ ] Find flaky tests (timing-dependent
file-system dependent)
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Data
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- [ ] Check for missing integration tests (database
HTTP
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Writing & Content
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- [ ] Find single-method interface names not ending in `-er` (`Reader`
`Writer`
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