Kubernetes Loop

When you strip away the UIs and YAML, Kubernetes is really just one thing: a stubborn, event-driven collection of control loops. This post dives into the mechanics of reconciliation, the ‘Architecture of Trust’ between the API server and etcd, and how the system actually turns your declared intent into reality.

Stop Fighting Your LLM Coding Assistant

Stop treating your AI coding assistant like a magical junior dev and start treating it like a compiler that needs a spec. This workflow replaces “regenerate and pray” with spec-first design, explicit engineering standards, and blunt, non-sycophantic prompts that turn your AI into a reliable partner instead of an over-eager code generator. It’s built from real production use with templates for scoping questions, specs, rules, and engineering patterns that actually survived implementation