#Reliability

How Kubernetes rolling updates work, the settings that actually deliver zero downtime, and the probe and shutdown details teams miss.

Misconfigured Kubernetes probes cause restart loops and dropped traffic. Here is exactly when to use liveness, readiness, and startup probes.

Agents call tools in a loop. Without the right guardrails that loop burns money, hangs, or repeats itself forever. Here's how to keep it bounded.