Context scope first

N+1 query detection

N+1 fix with code example

Memory/resource management

Caching opportunity noted

Severity organization

Automated tool recommendation

Scalability assessment

Technical debt identification

Testability noted

Educational explanations

SOLID/Clean Code reference

Actionable steps per finding

Context analysis first

Production risk prioritized

Severity-organized findings

Hardcoded secrets identified

Secrets management recommendation

Container security finding

Resource limits/requests

CI/CD pipeline security

Code example provided

Automated tool recommendation

Educational rationale

Decisions documented

Actionable steps

Context analysis first

Automated tool recommendations

Security prioritized first

Severity organization

OWASP reference

SQL injection detection

Secrets/credentials finding

Auth/authz analysis

Code examples provided

Educational tone

Actionable steps

Testability emphasis

Input validation finding