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- SOLID Compliance (Principle
Violations
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Violations
top 3 risks
minimal fix
missing retry logic
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outdated packages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
requirements.txt
severity-ranked findings with verified
Clean Architecture). You specialize in systematic repository
STRIDE threat modeling) and code architecture
requirements.txt
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