Xiao Lou's Tech Notes

Jul 6, 2022 · Backend Development

How to Let Go Programs Profile Themselves Automatically

This article explains why traditional pprof sampling often fails in production, introduces Go's built‑in profiling tools and runtime.pprof, defines practical rules for triggering automatic sampling based on resource spikes, and demonstrates using the open‑source Holmes library and Docker demo to collect self‑diagnostic profiles.