Recent Blogs
One giant prompt often fails when tackling complex, multi-step tasks. In this hands-on guide, Microsoft MVP Shivam Goyal introduces his open-source workshop (Lab 02: Multi-Agent Workflow) to show you...
Jul 15, 2026
Click here for the full lab.
What if every incident report, pipeline failure, or security alert could be instantly rewritten for a non-technical audience? In this post, you'll build an "Exp...
Jul 13, 2026
Part 5 of 5.
Across this series the game has reasoned about a founder, designed a digital workforce for their venture, executed chapters through Microsoft Foundry agents, and gated every artifac...
Jul 02, 2026
9 MIN READ
There is a quiet shift happening in how we build software with AI. We are moving from writing static code to orchestrating living systems where developers and AI agents co-create, observe, and evolve...
Jun 29, 2026
If you are a student aiming to become an AI engineer or a software developer, the terminal is about to become your most powerful classroom. https://github.com/features/copilot/cli/ brings an AI agent...
Jun 28, 2026
If you use the GitHub Copilot CLI with Model Context Protocol (MCP) servers, you may have hit this message on launch:
Copilot CLI's incomplete support for .vscode/mcp.json has been removed. S...
Jun 28, 2026
12 MIN READ
Part 4 of 5.
If you publish an agent project today, you are caught between two forces. The interesting behaviour lives in the cloud - Foundry models, Foundry IQ retrieval, the Agent Service memo...
Jun 26, 2026
8 MIN READ
Large language models now write code straight from a prompt, but the specification in between is never checked, and a model asked to judge its own work brings the same blind spots to the review. We b...
Jun 25, 2026
Part 3 of 5.
Most multi-agent demos have a quiet secret: the human's decisions change nothing. You approve an artifact, reject another, pick a direction at a fork - and the next agent runs with ...
Jun 24, 2026
On-Device LLMs Are Starved for Memory Intelligence
The shift toward on-device language model inference is accelerating. Platforms like Microsoft's Foundry Local, Ollama, and llama.cpp now make it p...
Jun 23, 2026