Blog

Building for Autonomy

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

#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 · June 2026

AI That Ships — Why I Built a Verified PR Bot

Every AI coding tool generates suggestions. AutoMaintainer is the one that actually ships — a multi-agent fleet that runs a verified build → test → fix loop on your repos and lands merge-ready PRs. On your keys, on your schedule.

#automaintainer #ai-agents #devtools #ci-cd
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Infrastructure · June 2026

Agent-First Infrastructure: Beyond the Hype

In 2026, every tool calls itself "AI-native." But what actually changes when you design infrastructure for agents instead of humans? JSON output isn't a prerequisite. The real shift is architectural.

#infrastructure #ai-agents #architecture
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Language · June 2026

Why I Built a Language for AI Agents

Machin isn't just another programming language — it's a statement about who controls the stack. Zero type annotations, one function per line, compiled to native speed through C. Built for machines to write and edit, not humans to read.

#machin #compiler #ai-agents
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