Notes from production

Performance, DevOps and cloud problems we have run into on real projects, and how we solved them.

A cursed replica

During a pre-release load test, one Kubernetes replica kept saturating while the rest went quiet. How a heap dump, SIGSTOP and round-robin explained it.

Darius Juodokas / 24 October 2026 / 4 min read