How I Graduated from Spec-Based Vibe Coding to Agentic Engineering
In July of ‘25 there I sat, combing through the specs I generated with GitHub Copilot. I was working a contract for a real estate estimation company, and they needed my tool to scale their operations. The idea was pretty simple: how do we take AI and generate estimation reports? Most inspection reports are 80-95% repetition. They only require about 20% of human intervention — the rest can be done by an intelligent LLM. ...