Agents that remember — meet Kelex

You're building an agent that needs to stick around. Not a one-shot chat that forgets everything the moment it responds. A real tool that remembers the user across months, picks up where it left off, and knows when it's guessing.

Most frameworks don't handle this. They treat every run like a fresh conversation — no memory, no flagging, no tenant model, no audit trail. So you write the substrate yourself. Again.

Kelex is that substrate, productized. It gives you typed memory, tenants and agents as first-class objects, bounded confidence with progressive flagging, and webhooks for human-in-the-loop steering. You tell it when something feels uncertain and it raises a flag instead of lying.

We use Kelex to run Lara and the BFTS content stack ourselves before we sold it. So we know the pain points and we've solved them.

If your agent needs to stay in the room, this is the thing.

https://brownforces.io/solutions