Kelex: Long-running agents that actually remember

Most agent frameworks treat every run like a fresh chat. No real memory. No progressive flagging. No tenant model. No audit trail.

Builders who want an actual long-running agent — one that remembers the user across months, picks up where it left off, flags what it cannot decide — end up writing the substrate themselves.

Kelex is that substrate, productized:

• Typed memory
• Tenants and agents as first-class objects
• Bounded confidence with progressive flagging
• Webhooks for human-in-the-loop steering

We use it to run Lara and the BFTS content stack before selling it.

Why this matters for us: If you're building agent products for Brown communities — for la gente — you need agents that remember them, not agents that treat every conversation like a stranger walking in the door.

https://brownforces.io/solutions