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Linux Foundation

Building AI Workflows - From Local Experiments to Serving Users

Linux Foundation via YouTube

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Overview

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Learn how to transform local AI workflow experiments into production-ready applications in this 25-minute conference talk from the Linux Foundation's Open Source Summit. Discover a repeatable process for moving beyond simple LLM demonstrations with MCP tools and chat interfaces to create robust, deployable AI solutions. Explore practical strategies for overcoming common production challenges including privacy concerns, MCP command management, and OAuth flow debugging through containerized, static configurations. Master techniques for transitioning from local hacks to scalable applications while avoiding typical DevOps complications, whether you prefer chat interfaces or custom application UIs.

Syllabus

Building AI Workflows: From Local Experiments To Serving Users - Oleg Å elajev, Docker

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Linux Foundation

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