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Show HN: Agno – A full-stack framework for building Multi-Agent Systems

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Re: Show HN: Agno – A full-stack framework for building Multi-Agent Systems

#2
> At Agno, we're obsessed with performance. Why? because even simple AI workflows can spawn thousands of Agents. Scale that to a modest number of users and performance becomes a bottleneck.

This strikes me as odd. Aren’t all these agents pushing tokens through LLMs? The number of milliseconds needed to instantiate a Python object and the number of kilobytes it takes up in memory seem irrelevant in this context.

Re: Show HN: Agno – A full-stack framework for building Multi-Agent Systems

#3
I feel the cookbook is a little messy. I would love to see an example using collaborative agents, like an editorial team that write articles based on searches and expert of topics (just as example)

Can be better to have a different repo for examples?

Btw great project! Kudos

Re: Show HN: Agno – A full-stack framework for building Multi-Agent Systems

#7

> At Agno, we're obsessed with performance. Why? because even simple AI workflows can spawn thousands of Agents. Scale that to a modest number of users and performance becomes a bottleneck. This strikes me as odd. Aren’t all these agents pushing tokens through LLMs? The number of milliseconds needed to instantiate a Python object and the number of kilobytes it takes up in memory seem irrelevant in this context.

I'm really curious what simple workflows they've seen that span THOUSANDS of agents?!

Re: Show HN: Agno – A full-stack framework for building Multi-Agent Systems

#10
One thing I don’t understand about these agent frameworks… cursor, Claude, Claude code, cline, v0… all of the large production agents with leaked prompts use xml function calling, and it seems like these frameworks all only support native json schema function calling. This is maybe the most important decision and from my experience native tool calling is just about the worst option.
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