A Shared Brain for Your AI Agents

Every AI agent in your company has its own context. That’s a problem.

We use more and more AI agents at work. Claude Code, OpenClaw. They all work in isolation. My agent knows nothing about what Paul’s agent has learned. Zero cross-pollination, no shared knowledge.

You wouldn’t accept that with people. When you hire someone, you onboard them. You give them everything they need to do their job. So why don’t we do that for our agents?

That’s what we started doing at WBSO.ai.

We created a private repository: our shared brain. It contains everything you need to know to work with us. Some examples:

• Tone of voice (and the difference between marketing and in-app copy)
• Domain knowledge (WBSO rules, RVO guidelines)
• How our application works
• Team members and processes

All in markdown, the language AI agents understand best. Mostly generated by an LLM, but definitely reviewed and supplemented by us. It grows with the company.

Then I built a Claude Code skill that can search this brain, including fuzzy search. When I’m building a feature, I ask Claude: “Check the brain to see if this follows our rules.” It then verifies whether the copy matches our tone of voice, whether the right domain terms are used, and whether the business logic is correct. When everything checks out, the agent also adds new information back to the brain.

The best part? When I add something to the brain, it’s instantly available to every agent on the team.

I think this could be a huge step forward for a lot of organizations.