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Frameworks & Ecosystem

LangGraph, CrewAI, Smolagents, PydanticAI, OpenAI Agents SDK, Semantic Kernel, and the broader agentic framework landscape.

LangGraph Checkpointers and State Persistence LangGraph Subgraphs and Conditional Routing LangGraph Time-Travel Debugging for Agent Graphs LangGraph Map-Reduce and Parallel Execution CrewAI Hierarchical Processes: Delegation and Validation CrewAI Human in the Loop: Implementing Approval Handoffs Smolagents: Code-Executing Agents Tutorial Smolagents with E2B Sandboxing: Secure Code Execution PydanticAI Tutorial: Type-Safe Agent Outputs OpenAI Agents SDK Guide: Native Handoffs and Guardrails Semantic Kernel: .NET Multi-Agent Systems in C# LlamaIndex Workflows for Event-Driven RAG AWS Bedrock AgentCore: MicroVM Deployment Mastra: TypeScript Agents for Web Applications AI Agent Framework Ecosystem Map 2026 LangGraph vs. CrewAI: Choosing the Right Orchestrator