Zero-Human Companies: The Self-Correcting Agent Loop

Research

The Siemens Engineer Agent: A Loop for Self-Improving Control Systems

This paper isn't just theory—it's the blueprint for scaling autonomous ops. The 'Engineer Agent' that iterates on system prompts solves the biggest bottleneck to deploying a zero-human workforce: constant manual tuning.

Tools

AutoGPT's Isolation Update: Sandboxing for Safer Agent Fleets

Reliability is the new moat. Automatic sub-agent isolation means you can finally let your fleet iterate without worrying about one bad script taking down the whole treasury.

News

Y Combinator's Latest Batch Doubles Down on Agent-Native Startups

YC is explicitly pushing the thesis that the first massive returns will come from vertical agent swarms, not generalist chatbots. It's time to stop building bots and start building businesses.