In the field
Scenarios.
What does this actually look like in your business? A few stories, pulled from work we've shipped and patterns we see repeatedly, to show where this kind of system pays for itself.
Built in by default
Safeguards we build in by default. Drawn from years of operating production ML at scale, not from a checklist.
Agents see what they need to do the job. Never your whole stack. Scoped credentials, sandboxed tools, and separation between read and write.