Topic
latency
8 posts
Hands-on gc.collect cost empty vs cyclic garbage lab: real collect latency plus reclaim counts, measured on Linux localhost today in this lab for SREs.
Hands-on collections.ChainMap vs merged dict config lookup: real ops/s on layered keys, measured on Linux localhost today in this hands-on lab for SREs.
Average latency hides tail pain. Learn when mean lies, how p50/p95/p99 work, why averaging quantiles fails, and how Prometheus histograms fix aggregation.
A framework for turning dashboard noise into a diagnosis, based on the four golden signals and the symptom-versus-cause split — summarized from kciter's guide, with the author's hands-on verdict still to come.
A framework for diagnosing dashboards: symptoms first, causes second, and why the average response time metric is lying to you.