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From Brains to Agents: My Journey Building LLM Systems That Act
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From Brains to Agents: My Journey Building LLM Systems That Act

Jofia Jose Prakash
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January 15, 2026

Author(s): Jofia Jose Prakash Originally published on Towards AI. How I moved from “answers” to “actions” with retrieval, tools, and agent loops Large‑language models (LLMs) are born as generalist engines of static, albeit powerful, brains. Static in the sense that while their …

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