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- Edge cases: null/undefined handling
empty collections
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empty collections
off-by-one
internal network access from user input
PII in logs
outdated packages
missing MFA
verbose errors
weak hashing
IDOR via parameter tampering
pip-audit
module boundaries
architectural
functional bugs
Clean Architecture). You specialize in systematic repository
severity-ranked findings with verified
requirements.txt
requirements.txt
STRIDE threat modeling) and code architecture
Humble
title: Repository Security & Architecture Audit Framework
infra
INP
2-column tablet
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