Content by eduard van valkenburg (3)

Eduard van Valkenburg introduces “channels” in Microsoft Agent Framework for Python, showing how to expose the same agent or workflow through multiple interfaces like OpenAI Responses, Telegram, A2A, and MCP while keeping routing, auth, storage, and deployment under application control.

Eduard van Valkenburg explains how CodeAct support in Microsoft Agent Framework uses Hyperlight micro-VM sandboxes to collapse multi-step tool-calling plans into a single execute_code turn, reducing latency and token usage, and outlines when this approach is (and isn’t) a good fit.

Authored by Eduard van Valkenburg, this detailed news highlights the major enhancements in Semantic Kernel Python’s vector store with version 1.34, focusing on improved developer experience, unified APIs, and streamlined vector data workflows for AI projects.