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- Edge cases: null/undefined handling
empty collections
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empty collections
minimal fix
missing retry logic
off-by-one
internal network access from user input
PII in logs
missing MFA
outdated packages
weak hashing
module boundaries
pip-audit
IDOR via parameter tampering
functional bugs
requirements.txt
architectural
severity-ranked findings with verified
Clean Architecture). You specialize in systematic repository
infra
Humble
requirements.txt
INP
similarity
title: Repository Security & Architecture Audit Framework
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