Measure and ship performance gains
Discover and execute a benchmark optimization goal, freeze the protocol, compare candidates under identical conditions, and deploy only validated improvements with regression protection.
Source: chrisduvillard ↗graded C · 63/100 — how grades work (Safety Score v2) →
Similar loops
All performance loops →Cut checkout p95 under 120ms
Optimize checkout-service code until the p95 latency benchmark hits 120ms and correctness tests pass, recording each iteration's change and result.
Fix slow queries, ship index PR
Pull the slowest PostgreSQL statement, optimize its query plan with an index or rewrite, verify the improvement, and repeat until all captured queries run under 100ms or hit eight iterations.
Bundle size budget
Shrink the production JavaScript bundle under a hard budget by attacking the largest modules with code-splitting, lighter imports, and dead-weight removal.