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Why Do We Need an Agent Framework?

Rod Johnson | GOTO Copenhagen 2025

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Aren’t LLMs smart enough to solve our problems directly? Aren’t MCP tools all we need to allow them to solve complex problems? The founder of Springsource Rod Johnson has a new Open Source project: Embabel; an agent framework, initially for the JVM, that is intended not just to play catchup with Python agent frameworks, but to leapfrog them.

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Aren’t LLMs smart enough to solve our problems directly? Aren’t MCP tools all we need to allow them to solve complex problems?

The founder of Springsource Rod Johnson has a new Open Source project: Embabel; an agent framework, initially for the JVM, that is intended not just to play catchup with Python agent frameworks, but to leapfrog them.

About the speakers

Rod Johnson

Rod Johnson

Building the future of agent frameworks at Embabel

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