I write a lot of READMEs. I ship faster than I document. I work with AI agents that write code in seconds and READMEs in minutes, and somewhere between the first commit and the third refactor, the README I wrote on Tuesday stops matching the code I wrote on Friday.
The install command says npm start. The package.json defines start:prod. Anyone copying that comm...
For years, the dream of a truly autonomous, always-on AI assistant has felt just out of reach — a concept relegated to-fi or limited by fragile, stateless nature of most chat interfaces. We’ve grown accustomed to assistants that forget us the moment we close the browser tab. But what if we could change the fundamental architecture? What if we could build an AI agent that doesn't just converse, ...
If you are stepping into the world of data engineering or analytics, you have likely been hit with a wave of storage buzzwords like data lake and data warehouse. In this article, we will demystify these terms so you can understand exactly where your data belongs.
Imagine you just launched a business. You need a system to record daily opera...
Vibe coding is upon us, but it works best when the codebase has strong affordances — a concept in design that describes the possible actions an actor (in this case, a coding agent) can take, in relation to an object (in this case, the codebase):
Affordance: a use or purpose that a thing can have, that people notice as part of the way they see or experience ...
You're staring at a JSON API response and you need to paste it into a Kubernetes ConfigMap. Or your colleague sent you a YAML Helm values file and your integration test expects JSON. Either way, manually rewriting the format is tedious, error-prone, and a genuine waste of your afternoon.
This is one of those tasks that sounds simple but hides dozens of small traps: indentation levels, q...
Introduction
If you've ever been mid-conversation with Claude or GPT, hit a quota limit, and switched to a local Ollama model,you know the pain. The local model has zero context. It's like walking into a meeting 45 minutes late and nobody catches you up.
I got frustrated enough to build something about it. That something is Trooper.
What is Trooper