Microsoft Launches Copilot Harness for Multi-Model AI Workflows
Microsoft is launching its Copilot harness via Microsoft Foundry. Developed by GitHub, the framework allows developers to execute agent-based workflows across multiple AI models simultaneously.

What happened?
Microsoft has launched the Microsoft Copilot harness via its Microsoft Foundry platform. It is a technical framework, originally developed by the engineering team at GitHub, which enables agent-based workflows to run across several different AI models simultaneously. The infrastructure is designed to manage performance, response quality, and cost optimisation across various development environments and applications.
Key facts
| Lanseringsdatum | 28 oktober 2026 |
|---|---|
| Plattform för distribution | Microsoft Foundry |
| Ursprunglig utvecklare | GitHub engineering team |
”If you want to compete, you need to be multi-model. And if you want to take advantage of everything that different AI models have to offer, you need a great harness.”
Why it matters
Building systems that combine models from different providers is technically complex and carries high costs related to maintenance and latency management. By opening the framework that powers Microsoft and GitHub's own developer tools, the company is lowering the threshold for enterprises to implement multi-model solutions in their production environments.
Who is affected?
The announcement primarily concerns software developers, AI architects, and companies building their own agent-based applications who wish to integrate multiple AI models without maintaining the infrastructure themselves. Organisations already utilising Microsoft Foundry and GitHub are also directly affected.
Impact on the EU
The solution is being released globally via Microsoft Foundry with no reported regional restrictions for users within the EU.
What else you should know
The technology has been used internally to power tools such as Copilot Code, Copilot Studio, the GitHub Copilot app, the CLI, and Visual Studio Code before being made more widely available.
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