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Explore three leading multi-agent AI frameworks for DevOps automation in this 25-minute conference talk from DevOpsDays Tel Aviv. Compare Strands Agents, Deep Agents, and AutoGen to understand their unique approaches to orchestrating autonomous workflows and Model Context Protocol (MCP) integration. Examine Strands Agents' model-driven orchestration with provider-agnostic setup, built-in MCP support, and seamless agent-to-agent handoffs. Discover Deep Agents' graph-based workflows, agent swarms, memory management capabilities, and production scaling features. Learn about AutoGen's event-driven collaboration, conversational agents, and rapid prototyping through AutoGen Studio. Walk through practical DevOps use cases including CI/CD automation, incident response, and infrastructure provisioning to see how each framework performs in real-world scenarios. Gain a comprehensive understanding of the strengths and trade-offs of each framework, complete with a decision guide to help you select the most suitable multi-agent AI solution for your team's specific DevOps requirements.
