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- Executive Summary (findings by severity
top 3 risks
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126,439 skills indexed with the new KISS metadata standard.
top 3 risks
missing retry logic
empty collections
off-by-one
internal network access from user input
unsigned updates
missing MFA
PII in logs
outdated packages
verbose errors
no abuse prevention
IDOR via parameter tampering
XSS
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
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