This topic is about building operational agents, not demos.
Tool contracts, failure modes, guardrails, and observability matter more than clever prompts.

Practical criteria

• Automate one task end-to-end first, then expand scope.
• Many failures start at permissions, data, or tool contracts.
• Without logs and replay, agents are extremely hard to debug in production.