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⚡ TL;DR Four things about controller mechanics are widely half-understood: what Reconcile receives, where its work comes from, what a periodic resync is, and what a predicate turns off. I built an ope
When there is no last-year's-numbers to copy, you benchmark the shape of the traffic, not the event. 📌 TL;DR This year's World Cup gave me nothing to compare against: three host countries, North Ame
TL;DR: Anthropic and Cloudflare showed that letting an agent write code beats calling MCP tools directly. Token use drops by around 98%. The number is real. But it only holds for big tool sets with no
Traditional automation relies on Directed Acyclic Graphs (DAGs)—linear pipelines that execute steps A, then B, then C. Tools like GitHub Actions and Jenkins excel at this. They're perfect for determin
🧠 The Single-Provider Trap Let's be real: treating a Large Language Model (LLM) provider like a highly available, always-on utility is a massive architectural risk. We've all experienced it. You depl
We’ve all been there. You want to build an Internal Developer Platform (IDP). You start with good intentions: "Let's simplify infrastructure for our developers." Six months later, you have a sprawling
The Introduction Our cloud documentation is almost always out of date. It's not because we're lazy; it's because the cloud moves too fast. A diagram drawn in a sprint planning meeting is obsolete by the time the code hits production. This documentati...
An Elegant, Automated Infrastructure Factory Every Platform Engineer has a dream: to build a perfectly working machine where developers can simply create the infrastructure they need without causing any trouble or urgent work for the platform team. T...
This guide will walk you through setting up a local Kubernetes cluster with Colima, preparing a Backstage application, and deploying it using Helm. Part 1: Setting Up the Local Kubernetes Cluster First, we'll install Colima and use it to create a lig...