Content by Abhishek Kumar (2)

Abhishek Kumar demonstrates how to enforce least-privilege tool access for AI agents in Microsoft Foundry with Python. The guide combines dedicated identities, container-scoped Azure RBAC, narrow tool contracts, verified user context, approval controls, and authorization traces, then tests denial paths to check that agents cannot cross permission boundaries.

Abhishek Kumar explains how to govern persistent AI agent memory in Microsoft Foundry. The design separates retrieval authorization from write admission, binds memory scopes to verified identity, and adds retention, deletion, and privacy-aware tracing. It also outlines stateful tests and operational controls needed before enabling production writes.