Agents that remember you across months

Most agent frameworks treat every run like a fresh chat. No real memory. No progressive flagging. No tenant model. No audit trail. If you want an actual long-running agent — one that remembers the user across months, picks up where it left off, and flags what it cannot decide — you end up writing the substrate yourself. Again.

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 ourselves before selling it. If it survives our own workflow, it can survive yours.

https://brownforces.io/solutions