Dennis Stanoev

(1)

Technical architect and founder of Digital Grotto. Builds web/mobile products and LLM-powered workflows. Former J.P. Morgan, QikServe. AI and Software Engineering degree from Edinburgh.

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Notes (1)

Building an AI Agent from Scratch Without Frameworks

by dennis-stanoev

Understanding AI agents requires building one from scratch: an agent is a wrapper around an LLM that makes decisions and takes actions through a simple tool-use loop.

ai-agents llm typescript tool-useDec 17, 2025