Cole writes about keeping backend systems operable under load and during incidents.
On Stack Inside, Cole’s essays emphasize budgets, probes, and on-call-friendly instrumentation—usually with a small lab you can run from the repository.
Focus: Health checks, connection budgets, logging, timeouts, flags, backpressure, load tests, postmortems.
GitHub: github.com/cainiao308
Contact: contact@stackinside.site (shared with Jerry)
Articles by Cole
- Load testing the right question: capacity, soak, and the failure you care aboutAug 6, 2026 · Performance · Reliability
- Backpressure in practice: queues, 429s, and client retries that do not stampedeAug 6, 2026 · Backend · Distributed systems
- Feature flags as kill switches: ownership, defaults, and cleanupAug 6, 2026 · Backend · Release
- Debugging a production timeout when there is no stack traceAug 6, 2026 · Backend · Observability
- A postmortem template engineers will actually fill outAug 6, 2026 · Incidents · Operations
- Structured logging that shortens on-call instead of filling disksAug 6, 2026 · Observability · Backend
- Connection pool math that keeps databases alive under loadAug 6, 2026 · Databases · Performance
- Your health check is lying: making readiness mean somethingAug 6, 2026 · Backend · Kubernetes
Also on Stack Inside: Jerry · GitHub · Updates
