General
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- OWASP Scorecard (Category
Status
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General
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- Executive Summary (findings by severity
top 3 risks
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General
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- Findings Registry (YAML array
BUG-XXX schema)
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General
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- Edge cases: null/undefined handling
empty collections
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General
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method: Failing test first (TDD)
minimal fix
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General
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- Error handling: swallowed exceptions
missing retry logic
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General
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- Logic errors: incorrect conditionals
off-by-one
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General
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- A10 SSRF: unvalidated URL inputs
internal network access from user input
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General
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- A09 Logging Failures: missing audit trail
PII in logs
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General
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- A07 Auth Failures: weak password policy
missing MFA
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General
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- A06 Vulnerable Components: known CVEs in dependencies
outdated packages
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Coding & Debugging
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- A05 Security Misconfiguration: DEBUG=True in prod
verbose errors
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General
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- A02 Cryptographic Failures: plaintext secrets
weak hashing
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Creative
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- A04 Insecure Design: missing rate limiting
no abuse prevention
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General
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- Map project structure - entry points
module boundaries
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General
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- Run dependency vulnerability scan (npm audit
pip-audit
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General
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- A01 Broken Access Control: RBAC enforcement
IDOR via parameter tampering
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General
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violations
functional bugs
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General
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stack: ${stack:Auto-detect from package.json
requirements.txt
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General
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Full repository audit covering security vulnerabilities
architectural
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General
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audits that produce actionable
severity-ranked findings with verified
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Coding & Debugging
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application security (OWASP
STRIDE threat modeling) and code architecture
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General
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(SOLID
Clean Architecture). You specialize in systematic repository
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General
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domain: backend
infra
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