Where the workflow shifted
Microsoft Foundry Agent Service continues to frame enterprise agents around building, running, evaluating, and governing agent systems.
Production agents need evaluation, deployment, monitoring, cost controls, and governance around the model and tool layer.
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
- Split launch work into evaluation, permissioning, deployment, monitoring, human takeover, and cost review
- 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
Without a platform layer, each new agent repeats the same permission, logging, and cost mistakes. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.