Agent controls are settling into everyday workflow surfaces
Recent momentum around engineered agent controls continues, but today’s evidence moves those controls into ordinary development and deployment interfaces.
Topic summary
Agent Engineering
Privacy controls for persistent, tool-using agent workflows
Pre-model PII handling does not cover every place an agent can retain or act on sensitive data. Repository traces, persistent memory, and connected applications need separate checks, while transformed identities should…