A business-friendly guide to tool schemas, identifiers, authorization, error handling and proof that an agent action actually succeeded.

Follow a customer address change through an agent loop and learn why tool requests, successful execution and verified completion are different states.

A practical rejection checklist for projects that may be better served by cleaner data, simpler workflows or a single bounded model step.

Choose the right automation architecture by examining who controls the next step, which actions are permitted and what evidence proves completion.