Overview
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Discover how to build autonomous, self-improving AI agents using Strands Agents in this AWS re:Invent 2025 conference talk. Explore cutting-edge AI systems that evolve and learn continuously without human intervention, featuring advanced agents capable of identifying knowledge gaps, self-modifying reasoning strategies, and dynamically building tools. Learn about Strands' model-driven approach that enables agents to operate independently for extended periods while continuously enhancing their effectiveness through real-time interactions and bi-directional streaming communication protocols. Examine real-world examples demonstrating how self-improving agents have transformed business processes by automatically adapting to changing requirements and improving decision-making capabilities over time. Challenge conventional thinking about agent limitations and reshape your approach to developing truly autonomous AI systems that can function and improve independently across multiple communication channels and operational contexts.
Syllabus
AWS re:Invent 2025 - Using Strands Agents to build autonomous, self-improving AI agents (AIM426)
Taught by
AWS Events