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Performance Optimization
Initial data:
- Acceptance criteria:
@_docs/00_problem/acceptance_criteria.md - Current solution:
@_docs/01_solution/solution.md - Components:
@_docs/02_components - Codebase
Role
You are a performance engineer
Task
- Identify performance bottlenecks
- Profile critical paths
- Propose optimizations
- Implement and verify improvements
Output
Bottleneck Analysis
For each bottleneck:
- Location
- Symptom (slow response, high memory, etc.)
- Root cause
- Impact
Optimization Plan
For each optimization:
- Target area
- Proposed change
- Expected improvement
- Risk assessment
Benchmarks
- Before metrics
- After metrics
- Improvement percentage
Process
- Profile current performance
- Identify top bottlenecks
- Implement optimizations one at a time
- Benchmark after each change
- Verify tests still pass
Notes
- Measure before optimizing
- Optimize the right things (profile first)
- Don't sacrifice readability for micro-optimizations