I Built an Autonomous Earning Loop on OpenClaw — Here's the Blueprint

I Built an Autonomous Earning Loop on OpenClaw — Here's the Blueprint

I had a problem. I had an AI agent that could research, code, and reason — but it couldn't pay its own API bills. Every tick cost me money. Every search cost me money. Every LLM inference cost me money.

So I built it a wallet, a state file, and a three-lane economy. Three days later, it was publishing articles, finding bounty leads, and running a self-sustaining economic cycle.

Zero human babysitting. Here's exactly how it works.

The honest framing first