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Explore the evolution from AI agent prototypes to production-ready systems in this 32-minute conference talk from the MLOps World GenAI Summit 2025. Dive deep into the emerging Agent Stack and discover the cutting-edge frameworks and tools addressing critical challenges in reliability, reasoning, and scalability for enterprise AI agents. Learn about revolutionary technologies including Promptomatix for robust dynamic prompt generation, MCPEval for protocol-level evaluation and benchmarking, TACO for multimodal reasoning and task alignment, and xLAM for ultra-fast function calling. Gain behind-the-scenes insights into Salesforce's research powering these innovations and receive a practical blueprint for scaling reliable, high-performance AI agents into production environments. Understand why evaluations, latency optimization, and prompt engineering are fundamental to agent reliability, explore open-source frameworks and models to accelerate your development process, and discover actionable insights from Salesforce's research on improving reasoning and orchestration capabilities in AI systems.
