Eino Framework's Dual-Path Support: Is the AI Agent Facing an Identity Crisis?

The Go-based LLM framework Eino supports both LangChain and LangGraph-based workflow orchestration, as well as Google ADK-like agent operations. These two agent implementations have different principles, raising concerns about the framework’s positioning: due to the overly fragmented APIs, Eino may struggle to stand out in specific domains and eventually be phased out by the market. This discussion reflects the challenge of balancing flexibility and focus in AI framework design, offering valuable insights for developers choosing tools. While Eino’s innovative attempt is commendable, community skepticism about its sustainability reminds the industry that frameworks need clear core advantages to avoid becoming “jack-of-all-trades, master of none” casualties.