Kelex: agents that actually remember who you are

Most agent frameworks treat every run like a fresh chat. The user's history evaporates. No memory. No progress. No way to flag what the model can't decide. Builders who want an agent that remembers across months end up writing the substrate themselves.

Kelex is that substrate, productized. It gives you typed memory, tenants and agents as first-class objects, and bounded confidence with progressive flagging. When the agent is unsure, it flags it — not just guessing. Webhooks let you steer it with human-in-the-loop decisions.

We use it to run Lara and the BFTS content stack before selling it. That's not a marketing line. It's the thing we built for ourselves.

If you're shipping agents that need to persist, remember, and admit uncertainty — this saves you months of reinventing the wheel.

https://brownforces.io/solutions