--- title: "Move AI workflows from test to production on Microsoft Foundry | DEMSP383" url: https://daily.dev/posts/move-ai-workflows-from-test-to-production-on-microsoft-foundry-demsp383-iqswptcoq source_url: https://www.youtube.com/watch?v=KLmRDETMCog type: video:youtube source: "Microsoft Developer" published: 2026-06-03T11:03:53.451Z updated: 2026-06-03T11:04:10.696Z tags: ["ai-inference"] reading_time: 14 upvotes: 0 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Move AI workflows from test to production on Microsoft Foundry | DEMSP383 **[Microsoft Developer](https://daily.dev/sources/microsoftdeveloper)** · 14 min read · 0 upvotes · 0 comments ## Summary A demo session from Fireworks AI showing how to deploy and evaluate open source LLMs on Microsoft Foundry. Covers the end-to-end workflow: discovering models, comparing them side-by-side in a playground, running evaluations with custom datasets, creating agents, and moving from testing to production via dedicated or multi-tenant deployments. Also touches on bringing custom fine-tuned model weights to Foundry for optimized inference using the Fireworks serving stack. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Introducing Fireworks AI on Microsoft Foundry: Bringing high performance, low latency open model inference to Azure](https://daily.dev/posts/introducing-fireworks-ai-on-microsoft-foundry-bringing-high-performance-low-latency-open-model-inf-9rc1c4zrv) · Microsoft Azure · 3 upvotes · 0 comments --- Tags: [#ai-inference](https://daily.dev/tags/ai-inference) [View this post on daily.dev](https://daily.dev/posts/move-ai-workflows-from-test-to-production-on-microsoft-foundry-demsp383-iqswptcoq)