Agent Framework Tradeoffs — LangGraph vs CrewAI vs AutoGen vs Agno

Every framework sells the same demo (research agent builds a report) and hides the same bug (state schema fights with the orchestration layer). Pick the framework whose abstractions match the shape of your problem; everything else is glue...