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Explore Docker's latest AI development tools and strategies in this 41-minute podcast episode featuring Oleg Å elajev and Michael Irwin from Docker's team. Discover what agentic applications are and how they differ from traditional GenAI tools, while learning about Docker Compose's evolution to support AI models, tools, and agent logic. Walk through new Compose features for defining and connecting models and tools, and get introduced to the MCP Gateway, Docker's open-source toolkit for tool orchestration. Watch a live demonstration of automating PR feedback using multiple LLMs in Compose, and understand Minimal Viable Models (MVM) concepts for choosing the right LLM for your applications. Dive deep into Docker Offload, a new cloud-based compute environment for AI workloads, covering resource management, quantization tradeoffs, and GPU selection strategies. Gain practical insights for building agent-based architectures and modern AI applications, with access to GitHub repositories for Docker Compose for Agents and MCP Gateway, plus information about Docker Offload Beta signup.
