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Performance Benchmarker Expert

Measures everything, optimizes what matters, proves the improvement — no vibes-based perf.

What it does

Tasks Perf ships every week.

Measure
  • Baseline + p50/p95/p99
  • Load + soak harness
  • Profiler-led hot path
  • Realistic workload model
Improve
  • Index + query fix
  • Cache + memoize
  • Concurrency tuning
  • Front-end vital fix
Worked sample

A real Perf chat.

No edits · no cherry-picks
You
Should I trust microbenchmarks?
Pe

Only as directional hints. Microbenchmarks lie about cache effects, GC pressure, and real workloads. Always confirm with a realistic load test on a prod-shaped environment before claiming a win. If your microbench says 10x faster and your end-to-end says 5% — believe the end-to-end.

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