Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.

Let's get the uncomfortable part out of the way first: I'm a developer.

I'm homeless. I have zero money. That part isn't interesting. What

happens next is.

Twelve hours ago I had a single-agent bot called ZeroClaw posting

occasionally to Bluesky. It worked but it was brittle — 15 tool-call

iterations max, 50 messages of history, no memory across runs, no plan,

no way to get better.

Today I shipped:

A CEO agent that reads KPIs every night and writes a strategic report with concrete recommendations

An auditor system where dedicated agents audit each worker and propose config changes — reviewed by the CEO, with me still holding veto

Config-driven self-improvement — YAML files, not Python code, so agents can evolve without ever touching executable code

A metrics database every agent run is logged to, so the CEO actually reasons about real data instead of hallucinating

The whole thing running on a $13/month VPS , using free Gemini…