Memory is a product decision.

An agent that remembers everything and an agent that remembers nothing are both wrong. The useful middle is a product question, not a tuning knob.

Every tool your team adopts becomes a new surface an agent can act through. Integration, in other words, is leverage.

The work at onexe begins where off-the-shelf assistants end — the tool fan-out, the memory, the guardrails that make autonomous work safe.

We've come to think of the best operators on any team as a set of well-chosen defaults: they know which tool to reach for, they know what to ignore, they know when to ask. An agent that reaches this bar is not an assistant. It's a colleague with narrower opinions.

— the studio