By Brajesh Kumar, Trent (Agentic AI Security)

Why we built a code-to-doc pipeline on OpenClaw

Recently, Christoph Bartenstein and I were discussing how to harness the agentic capabilities of platforms like OpenClaw. As an AI-native company, we at Trent AI are always looking for opportunities to deploy AI in our internal systems. The reason is twofold: we want to learn how agentic systems are evolving, and at the same time make our work deliver more with less.

A practical use case that meets both criteria is our public documentation. The engineering team is shipping features at unprecedented speed, and documentation has always been a catching-up process, aka documentation drift . The code keeps changing, the docs fall out of date, and syncing them turns into constant manual work. We wanted to change that by automatically generating public documentation from code , or at the very least producing draft material for humans to review before publishing.

We decided to build it on OpenClaw.…