Each AI Coding Stage Is a Different Kind of Hard

A few months back a friend shared Steve Yegge’s Welcome to Gas Town post with our group and asked where everyone is. The post lays out a ladder for the AI coding process - eight stages, from “barely using it” to “running your own orchestrator.” Stage 1: Zero or near-zero AI Stage 2: Coding agent in the IDE, permissions on Stage 3: Same agent, YOLO mode Stage 4: Wide agent in the IDE - code is mostly diffs Stage 5: CLI, single agent, YOLO Stage 6: CLI, multi-agent, YOLO - three to five in parallel Stage 7: Ten-plus agents, hand-managed Stage 8: Building your own orchestrator When my friend shared the original post, I was transitioning to Stage 6/7 so this post is a bit delayed because I wanted to share the state only when I’m comfortable where I’m at. For me each step was a process, way of working and ultimately a mindset leap. ...

May 10, 2026

Prompt, Context, Harness: Three Layers Behind AI Output

When an AI product produces good output, three things had to go right. When it produces bad output, the cause is almost always in one of those three things. The model itself, Claude or GPT or Gemini or whichever, is the most visible variable. It’s rarely the most consequential. ...

May 7, 2026