General
PromptBeginner5 minmarkdown
method: Failing test first (TDD)
minimal fix
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minimal fix
empty collections
missing retry logic
off-by-one
internal network access from user input
PII in logs
missing MFA
outdated packages
verbose errors
weak hashing
IDOR via parameter tampering
pip-audit
module boundaries
functional bugs
requirements.txt
architectural
severity-ranked findings with verified
STRIDE threat modeling) and code architecture
requirements.txt
Clean Architecture). You specialize in systematic repository
title: Repository Security & Architecture Audit Framework
Humble
infra
INP