When building AI DevKit, I had to look much deeper into different coding agent harnesses. Each one has its own structure, workflow, and mental model. In this post, I’ll share what I learned from digging into Claude Code hooks. Claude Code has 27 hook events. I went through all of them. Most are not worth … Continue reading I read every Claude Code hook so you don’t have to
Tag: Prompt Engineering
Claude Code Guide: How to use Claude Code like you’ve used it for a year
Most Claude Code tutorials stop at "install it and start chatting". That gets you maybe 20% of what the tool does. The other 80% comes from understanding how context, modes, subagents, and hooksfit together. It's the stuff that's technically in the docs but reads as marketing until you've burned a few thousand tokens learning it … Continue reading Claude Code Guide: How to use Claude Code like you’ve used it for a year
How my AI workflow evolved from prompts to workflow
About six months ago, my AI workflow was already useful. I had reusable commands. I had predefined templates. I had a decent setup in Cursor and later Claude Code and Codex. It was enough to make AI generate code faster, help me plan, and reduce some repeated prompting. That was already a big step up … Continue reading How my AI workflow evolved from prompts to workflow
I use AI DevKit to develop AI DevKit features
I built AI DevKit because I wanted a workflow that makes AI coding feel less random and more efficient. But I also know from experience that AI looks great when you demo it. The problem only surfaces when you rely on them to ship something non-trivial. I made a rule for myself. I would use … Continue reading I use AI DevKit to develop AI DevKit features
Prompts are becoming Code, but we still treat them like Strings
Prompts used to be just text. You wrote a few sentences, pasted them into a chat box, tweaked the wording, and moved on. If the output was not good, you tried again. Nothing else depended on it. The cost of getting it wrong was close to zero. That phase did not last long. In The … Continue reading Prompts are becoming Code, but we still treat them like Strings
The Turning Point in AI
Artificial Intelligence (AI) has been evolving for decades, but we’ve now hit an inflection point where AI is moving from research labs into everyday tools, and everyone now talks about AI. Just as electricity transformed every industry a century ago, AI is in a position to have a similar sweeping impact. In particular, the emergence … Continue reading The Turning Point in AI
What 9 months of daily Cursor AI taught me
CursorAI is an AI-powered code editor (built on VS Code) that integrates a large language model (LLM) directly into your development workflow. Instead of just autocompleting code, Cursor can predict multi-line edits, apply changes across your codebase, and even answer questions about your code. I have shared that if you use AI effectively, it will … Continue reading What 9 months of daily Cursor AI taught me