Stop building agent memory from scratch

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

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 you're a developer, agency, or team building agent products, this is the part you usually hand-roll: the memory layer, the escalation path, the per-tenant isolation. Kelex packages it so you can ship the user-facing logic instead of the plumbing.

https://brownforces.io/solutions