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Building for Autonomy

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

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#ai-agents #machin #self-hosted #a2a #automaintainer #cli #compiler #devtools #infrastructure #open-source #ai-engineering #analytics #architecture #bootstrappers #ci-cd #mago #mfl #multi-agent #privacy #production #self-hosting #supercli #superinsights
Framework · June 2026

a2a — When AI Agents Talk to Each Other

Most AI agent frameworks use a master-slave model — one orchestrator controls everything. a2a flips this: agents talk to each other as peers over a shared SQLite bus. No central command, no single point of failure, no dictatorial orchestrator.

#a2a #ai-agents #multi-agent #open-source
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Product · June 2026

mago — The €20 Autonomous Agent That Runs Your GitHub

AutoMaintainer is the flagship — verified gates, multi-agent fleets, human architect support. But not every team needs the flagship. mago is the €20/month flat, CLI-only, BYOK autonomous agent for solo devs and bootstrappers who just need code shipped.

#mago #ai-agents #cli #bootstrappers
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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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