Team Learning from Agent Traces

Projection: Teams may convert agent runs—including detours, corrections, handoffs, and failures—into reusable playbooks, simulations, and onboarding cases. Trace availability makes this technically plausible; it does not guarantee learning. A falling recurrence rate for previously observed errors would show that operational history is becoming institutional knowledge.