Where the workflow shifted
The June 24 editorial theme shifted toward reusable judgment; site growth needs the same move from one click to repeat task entry.
Frame the first screen as a repeat task: what input is needed, what context is kept, how the next run continues, and how failures hand off.
Tool names are not outcomes
The signal matters when it changes how a team ships, reviews, or recovers work, not when it only names another tool.
Check permissions and failure
- Update `ai-agent-workflow` with context retention, confirmation, rollback, and human handoff fields
- Keep the test narrow: one low-risk task or tool entry before connecting permissions, logs, failure handling, and human takeover to production
What still needs proof
A one-time demo can create attention without creating durable trust. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.