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RULE: When using this prompt

you must create a file named `TODO_perf-tuning.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT,wkaandem...

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**RULE:** When using this prompt

- Considers full-system impact

- [ ] Trade-offs between performance

Before finalizing

Use checkboxes and stable IDs (e.g.

Use checkboxes and stable IDs (e.g.

- **Trade-offs**: Complexity

Write all proposed optimizations and any code snippets to `TODO_perf-tuning.md` only. Do not create any other files. If specific files should be created or edited

In `TODO_perf-tuning.md`

- Baseline metrics: response time (p50

- **Synchronous blocking in async code**: Blocking the event loop or thread pool with synchronous operations

- Monitor slow query logs and set appropriate thresholds (e.g.

- **Memory leaks under load**: Allocations growing without bound in long-running processes

- Implement distributed tracing (Jaeger

- Use language-specific CPU and memory profilers (pprof for Go

- Run load tests with k6

### Frontend (Chrome DevTools

### Backend (APM

- Address scalability: proactively consider expected input size

- Identify constraints

- Provide alternative solutions when trade-offs exist (in-place vs additional memory

- Capture percentiles (p50

- Remember that premature optimization is counterproductive

- Consider the full system impact of optimizations

RULE: When using this prompt

- Trade-offs: Complexity

- Synchronous blocking in async code: Blocking the event loop or thread pool with synchronous operations

- Memory leaks under load: Allocations growing without bound in long-running processes