What showed up
Teams keep running into the same pattern: once multiple agents touch a workflow, the handoff rules become the real product.
Why it matters
The tooling is improving, but most failures still happen between steps: lost context, unclear ownership, and retries nobody can explain after the fact.
Operator note
Write down state changes, ownership, and retry rules before adding another agent to the loop.