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Reproduce bugs, validate fixes, and run regressions.
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Based on SOC occupation classification
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Structured code review with SOLID, security, and quality checks.
Systematic root cause analysis — find the cause before fixing.
Secure coding patterns and security scanning tools.
Fetch version-specific documentation and code examples.
Orchestrate research, planning, implementation, and verification.
| name | verification |
| description | Reproduce bugs, validate fixes, and run regressions. |
Evidence-based development. No completion claims without fresh proof of success.
Before fixing, prove the bug exists with a minimal test or script.
cat > repro.py << 'EOF'
# Minimal code to trigger the failure
EOF
python3 repro.py # Should FAIL
After implementation, run the same reproduction script to confirm the fix.
python3 repro.py # Should now PASS
Ensure no collateral damage by running existing test suites.
cargo test
uv run pytest
repo verify