u/sandeepkavety

Imagine an LLM Agent that learns on its own. That's the wild idea that kept me driven in the last few months and here i am with "One Agent Many Hats"
(Open Sourced it so you can experiment it for free)

I enjoy building automations and one of the frustrating aspect of building agents was coding everything around the logic.

While AGI is the next big thing, I imagined Autonomy and automations as next big leap in the agentic systems I built. A system that can learn on the go, expand its horizon with more interactions, just like we as humans learn bound by the rules.

So, after my previous paper on "Conversational Decision Intelligence", i dwelled deeper and tested multiple frameworks and inspired by how claude's operating model, came up with "One Agent, Many Hats - The Trinity"

Here, the agent is a individual LLM - Just like you & me which learns, corrects, builds knowledge on the go.

This is just the beginning and I want more brains to come in. So, happy to open source the code so that it can lead to something meaningful that AI community will build on.

Check it out. Link in Comments

Imagine an LLM Agent that learns on its own. That's the wild idea that kept me driven in the last few months and here i am with "One Agent Many Hats"
(Open Sourced it so you can experiment it for free)

I enjoy building automations and one of the frustrating aspect of building agents was coding everything around the logic.

While AGI is the next big thing, I imagined Autonomy and automations as next big leap in the agentic systems I built. A system that can learn on the go, expand its horizon with more interactions, just like we as humans learn bound by the rules.

So, after my previous paper on "Conversational Decision Intelligence", i dwelled deeper and tested multiple frameworks and inspired by how claude's operating model, came up with "One Agent, Many Hats - The Trinity"

Here, the agent is a individual LLM - Just like you & me which learns, corrects, builds knowledge on the go.

This is just the beginning and I want more brains to come in. So, happy to open source the code so that it can lead to something meaningful that AI community will build on.

Check it out. Link in Comments