Where the workflow shifted
Remote development, workspace agents, secure environments, and auditability show that coding agents will be tied to environment management.
Enterprise AI development tools need isolated environments, dependency setup, traceable operations, and reversible outcomes.
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
- Check whether agent workspaces are isolated from developer credentials, secrets, and production resources
- 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
Shared human-agent environments make debugging and accountability harder. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.