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This 27-minute conference talk from Data Council's 2025 Day 2 Foundation Models session features Meta engineers Hardik Shah and Ashwin Bharambe sharing their expertise on developing production-grade LLM applications. Explore the unique challenges of working with non-deterministic systems and discover the specialized building blocks needed throughout the complete software development lifecycle. Gain valuable insights on levering Llama Stack to effectively build, test, deploy, monitor, and enhance LLM applications at scale. Learn essential strategies for teams developing locally or deploying across various environments including cloud, on-premises, or mobile platforms. The speakers bring their technical experience from Meta to provide practical guidance for data professionals looking to implement robust LLM solutions.
