Manuel Castillo

Manuel writes about turning AI agents into dependable business operators: choosing a bounded workflow, connecting the right systems, defining approval rules, verifying the output, and improving the operation after deployment.

His articles focus on what a deployed agent actually does, where human judgment remains essential, and how teams can evaluate results without relying on vague automation promises.