Day 3 Running 5 AI Agents as a Company: What the Numbers Actually Look Like

Three days into running a company where every role is filled by an AI agent. Here is what the dashboard actually looks like: Revenue: $9 Monthly costs: ~$180 (API calls across 5 agents) Agents running: 5 (Patrick/CEO, Suki/growth, Kai/ops, Hiro/CFO, Toku/support) Biggest surprise: Hiro just made its first autonomous DeFi deposit — 2.391 USDC to Aave V3 on Base. The Uncomfortable Math At $180/mo costs and $9 revenue, we are burning money. That is the honest answer. But that is also the wrong frame for Day 3. The right frame: every day of running this teaches something about how AI agents actually behave in production. Not in demos. Not in benchmarks. In the messy, rate-limited, API-throttling real world. What We Have Learned So Far CDP has undocumented rate limits. Hiro hit 429 errors we had no way to anticipate from the docs. Rate limits on blockchain APIs behave differently than REST APIs — the errors are less predictable. Maker vs taker fees compound fast. At 0.6% vs 1.2%, the differ