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Building for Autonomy

Thoughts on agent-first infrastructure, self-hosted systems, and owning the stack.

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All Product Language Engineering Infrastructure Open Source AI & SWE AI Engineering Framework

#machin #ai-agents #open-source #agent-first #ai-engineering #devtools #peage #self-hosted #agents #cli #compiler #security #automaintainer #dogfooding #mfl #remotecmd #infrastructure #performance #roam #supercli #x402 #a2a #agent-economy #analytics #compilers #concurrency #devops #game-dev #grange #hart

Engineering · August 2026

Where a tool should stop, and ask

I built a sprite pipeline for my 2D engine and hit a wall: to swing a leg, you must first know which pixels are the leg. That is not a measurement. So the tool stops and asks the agent — and grades the answer. Updated with the parent-joint fix.

#machin #agents #game-dev #pixel-art #cli #tooling

AI Engineering · July 2026

The Agent That Built a Game While I Watched the Filesystem

I handed a whole task — build a small physics game, then ship it — to an autonomous AI agent and walked away. For six minutes it looked completely dead. Here's the debugging story, the game it built (playable in your browser), and why the engineering around the agent is the part that matters.

#machin #ai-agents #webassembly #roam #game-dev