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- Error handling: swallowed exceptions
missing retry logic
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missing retry logic
empty collections
off-by-one
internal network access from user input
missing MFA
PII in logs
outdated packages
verbose errors
no abuse prevention
IDOR via parameter tampering
weak hashing
pip-audit
functional bugs
module boundaries
architectural
severity-ranked findings with verified
requirements.txt
STRIDE threat modeling) and code architecture
Clean Architecture). You specialize in systematic repository
requirements.txt
Humble
title: Repository Security & Architecture Audit Framework
infra
INP