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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 · July 2026

Claude Artifacts, Unbundled: A Live URL for Every Agent's HTML

Terminal agents generate great HTML — dashboards, reports, mockups — and have nowhere to put it. hart turns a self-contained file into a live, versioned, sandboxed URL in one CLI call. Open-source, self-hosted, one static binary.

#hart #ai-agents #open-source #self-hosted #machin #claude-artifacts
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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
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Product · July 2026

An AI Agent Audits Your LinkedIn Profile — In Public

A free tool: paste your LinkedIn URL and an autonomous agent audits your profile in public — as a GitHub issue, a pull request, and a shareable report. It's a live demo of three things I've been building: mago (agents that run companies), hart (self-hosted artifacts), and machin (one binary, no Node).

#ai-agents #mago #machin #linkedin
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Language · July 2026

The Language That Maintains Itself

First machin compiled itself. Then I handed its maintenance to an autonomous agent fleet: 104 merged PRs in three days, 40 issues cleared, trust score 57→100. Here's the honest version — the five systems bugs autonomy actually required, the gates that held, and the fix an agent claimed that a repro disproved.

#machin #ai-agents #autonomous-maintenance #compiler #ai-engineering
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Product · July 2026

Your AI Assistant Can Run Your Website Chatbot Now

chatsnip is a website chatbot with no dashboard: your AI assistant installs it, configures it, and reports your leads weekly. One script tag, your own LLM key, $79 self-host or €19/mo hosted.

#chatsnip #ai-agents #chatbot #micro-saas #byok
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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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