Systems Review

After implementing, let's review for second-order effects:

Implementation Summary

1. What was built? Brief description.
2. What changed? Files modified.
3. What's the interface? Input/output contracts.

Performance Review

Analyze performance implications:

• What's the time complexity?
• What happens at 10x scale?
• Where are potential bottlenecks?
• Are there N+1 query risks?
• Is caching appropriate?

Security Review

Check for security issues:

• Is input validated?
• Is authorization checked?
• Could this be exploited?
• Is sensitive data protected?
• Are there injection risks?

Downstream Effects

Consider blast radius:

• What breaks if this fails?
• What systems depend on this?
• Are there race conditions?
• Could this cause cascading failures?

Test Coverage

Verify testing:

• Is the happy path tested?
• Are error paths tested?
• Are edge cases covered?
• Is the interface contract verified?

Recommendations

Based on review, provide:

1. Critical - Must fix before shipping
2. High - Should fix soon
3. Medium - Consider improving
4. Low - Nice to have

Sign-off Checklist

• Decomposition was followed
• Interfaces are verified
• Error handling is complete
• Performance is acceptable
• Security is reviewed
• Tests are adequate