Aug 4, 2026 - 6 minute read

Loop Engineering Has Four Levels

Most people using AI agents are stuck on level one. They type a message, the agent responds, they close the chat. One turn, one result, done. That is a tool, not a system. The real leverage in agent work comes from understanding that loops have levels, and each level earns you a different kind of value.

Jul 28, 2026 - 7 minute read

Mine Your Exhaust

Every agent session leaves behind a trail of friction, missing tools, and repeated corrections. Most people close the chat and move on, treating the session as a spent cartridge. But that trail is the single highest-signal source of rig improvements you will ever find, and ignoring it is like running a factory and throwing away the quality reports.

Jul 27, 2026 - 8 minute read

That's AI Is the New Anti-Intellectualism

Someone writes a clear, well-structured argument online and the first reply is two words: “AI reply.” Not a counterargument. Not a question. A classification that ends the conversation before it starts. The person who wrote it, a real human with a real position, gets filed under “not worth engaging with” and the thread moves on. We have a new thought-terminating cliche, and it is dumber than the ones it replaced.

Jul 9, 2026 - 5 minute read

Bear Off First

Ten projects at eighty percent is zero projects shipped. You can push work forward across a dozen fronts and feel like a machine, but until something crosses the finish line, you have delivered nothing. In backgammon, the only move that actually scores is bearing off, removing a piece from the board entirely. Everything still in play is exposed and worth nothing until it gets home. Finishing one thing beats advancing ten.