StayX / Insights / AI Agents
Agents that carry out multi-step work rather than answer single questions. How they are structured, how they hold context, and what changes when software decides what to do next.
Most agent failures inside real operations are not reasoning failures. They are failures to hold the state of the work: what has been decided, what is still true, and what the system is allowed to do next.