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Learn how to build and deploy AI agents for e-commerce at scale in this 25-minute conference talk from the Coding Agents Conference. Discover the architecture and implementation of Alfred, Loblaws' agentic orchestration layer that coordinates large language models with complex e-commerce backend systems including search, recommendations, and cart management. Explore the technical stack featuring Langgraph, LangFuse, LiteLLM, and Google Cloud components used to handle complete execution graphs, secured tool calling, and prompt workflows. Understand the MLOps challenges of running AI agents reliably in production across mission-critical systems and examine how the MCP framework and existing platform APIs accelerated development. Gain insights into designing reusable agent architectures that scale across multiple digital properties, with practical examples from Loblaw Digital's implementation across PC Express, PC Optimum, and other applications.
