Tag: Performance

Performance Budgets and Regression Testing in CI

Turn performance expectations into stable CI evidence with representative fixtures, noise-aware comparisons, explicit failure policy, and long-term trends.

2026-06-13 · 12 min read

Diagnosing Memory Leaks with Heap Graphs

Diagnose managed-memory leaks by tracing retained objects through dominators, comparable snapshots, lifecycle mistakes, and explicit reclamation tests.

2026-06-01 · 12 min read

Cache Locality and Data-Oriented Design

Reshape hot data and traversal around actual access patterns so each fetched cache line performs useful work without sacrificing honest measurement or maintainability.

2026-05-20 · 14 min read

Sizing Connection Pools and Worker Pools

Size connection and worker pools from fleet-wide resource budgets, measured service demand, queue deadlines, and load curves instead of arbitrary defaults.

2026-05-08 · 14 min read

Cold Starts, Warmups, and Prewarming Strategies

Treat cold starts as a measurable state transition, then choose initialization, snapshot, cache, and prewarming tactics by latency and cost.

2026-04-14 · 14 min read