#Observability

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

You wouldn't ship code without tests. Stop shipping prompts without evals. A practical guide to building evaluation suites for LLM features.

Microservices promise scale and autonomy, but the real bill arrives as operational tax, network failure modes, and cognitive load.