Where the workflow shifted
Coding agents can over-act or satisfy surface-level goals, so delivery needs tests, review, and clear boundaries.
Tool names are not outcomes
The signal matters when it clarifies a real service task, deliverable, and acceptance rule, not when it only shows a demo.
Check permissions and failure
- Define acceptance criteria before delegating agent work
- Keep the test narrow: one service scenario with clear inputs, deliverables, acceptance rules, and human review
What still needs proof
Use the finding as a risk lens, then verify whether it applies to your own workflow. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.