🎬 CrewAI vs AutoGen vs LangGraph: Features, Pros & Cons Compared (2026)
Video Details
Channel: GuideToEverything URL: https://www.youtube.com/watch?v=kVqk_eCEOns Relevance: ⭐⭐⭐⭐⭐
Summary
2026 comparative analysis of the three major Python multi-agent frameworks. Evaluation criteria: learning curve, state management, human-in-the-loop support, error handling, production readiness, community size, and licensing. LangGraph wins on state management and production readiness; CrewAI on simplicity; AutoGen on conversation flexibility.
PUMA Relevance
Directly justifies PUMA’s LangGraph + CrewAI combination. LangGraph for the cyclic state machine (triage → reflect → decide) and CrewAI for declarative role definitions (Triage Agent, Estimation Agent, Manager). The HITL support comparison is critical for PUMA’s Constitution Article 4 compliance.