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Building for Autonomy

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

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#ai #crevisto #guide #machin #ai-agents #open-source #tutorial #design #devtools #agent-first #ai-engineering #cli #self-hosted #peage #agents #automaintainer #compiler #security #dogfooding #image-generation #image-tools #mfl #remotecmd #art #automation #infrastructure #memgraph #performance #roam #style
Product · September 2026

A Stranger Filed a Bug. My AI Fixed It While I Slept.

On July 25, a developer I'd never met opened a GitHub issue on my open-source project. On August 8, it was closed — fixed, tested, and merged. I didn't touch it. An AI agent read the issue, diagnosed the root cause, wrote the fix, opened a PR, and got it merged. This is what happened.

#automaintainer #ai-agents #open-source #automation
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AI & SWE · September 2026

Felipe — The AI CEO That Reviews My Pull Requests

I had 20 pull requests stuck in a human-in-the-loop queue, some for 29 days. So I built Felipe — an AI CEO persona that reads each PR's diff, makes a decision, and posts it to GitHub. The existing merger picks it up and applies it. Cost: $0, using GLM-5.2's free tier. Here's how it works.

#ai-agents #automation #fleet-cli #am-fleet #devtools #glm-5.2 #open-source
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Product · July 2026

The Ratchet — How My AI Fleet Merges Its Own PRs

An AI agent that opens PRs is easy. An AI agent that safely merges them is hard. I built a ratchet — four levels of escalating cleverness that let my merger self-unblock 80% of gated PRs before it ever asks me to look. Last night it merged 5 PRs in 7 minutes while I slept.

#automaintainer #ai-agents #devtools #automation #am-operator
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