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Building for Autonomy

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

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#machin #ai-agents #open-source #devtools #agent-first #ai-engineering #cli #peage #self-hosted #agents #automaintainer #compiler #security #dogfooding #mfl #remotecmd #automation #infrastructure #memgraph #performance #roam #supercli #x402 #a2a #agent-economy #analytics #compilers #concurrency #devops #game-dev
Product · August 2026

My headset was connected but not recognized. So I built a one-click app.

A USB headset that shows up in lsusb but never appears as an audio device is the most frustrating Linux desktop bug there is. Here's the debug, the three-line fix (pulseaudio -k), and the 900 kB one-click app I built in machin so nobody else has to remember it.

#machin #pulseaudio #linux #desktop-app #raylib #dogfooding
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Product · August 2026

I Told My Agent What It Couldn't Do. It Found a Way Anyway.

I built a permission system for AI agents. A live model found the hole in it, on its own, twice — and the destructive-approval gate I thought was the real backstop turned out to need proving too.

#commis #ai-agents #security #dogfooding #open-source #agent-first
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Product · July 2026

grange: A Database Your Agent Can Pay For

I built a document database in machin — my language for AI agents — and benchmarked it honestly against SQLite: faster on every indexed workload, some by 1000x. Then I gave it the missing piece: an agent signs up with a payment wallet, gets an isolated namespace, and pays €0.15/GB/month. No console, no card form, no human in the loop.

#machin #grange #database #agents #peage #dogfooding
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Language · July 2026

The Port That Found a 30,000× Bug in My Own Language

SuperCLI already ran in Node.js and Zig. I ported it to my own language, machin, to dogfood — 10,158 plugins, one 69 KB binary, 24 tests. Then the live test hung for 30 seconds. The bug wasn't in my code; it was in my language's string model. Fixed it: 30,000× faster. This is why you dogfood.

#machin #supercli #dogfooding #performance #ai-engineering
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