AI Builder Track (technical teams)

For IT, data and automation teams: 3-day sprint on grounding and evaluation (grounded assistants, evaluation harnesses, human-in-the-loop checkpoints, logging and rollback) + 2-day workshop on autonomy and oversight (workflows-vs-agents line, autonomy levels, formal oversight design). Skips awareness content; leads with the human-factors gap builders typically lack — review fatigue, insecure-but-idiomatic code, accountability for agent errors.