Builder of 400+ production agents shares a decision tree for agent frameworks

MaryamMiradi · x · 2026-09-14

Maryam Miradi, who claims 400+ production AI agents built, argues LangGraph, Google ADK, CrewAI and PydanticAI aren't competitors but Python libraries with different abstractions. Pick by project: LangGraph for stateful, production-grade pipelines with loops and branching (she demos a real-time €5.1B flower supply chain agent); Google ADK offers five composable agent types that snap together like Lego. Her advice: ask what you're building first.

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