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AI Engineering Research

Deep-dive research notes on building AI-powered tools — from designing LLM-driven requirements generators to understanding architecture, inference, and production AI systems.

in progress

The Complete Stack

01

Designing an LLM-Driven Requirements Generator

How to build an LLM-powered requirements generator using EARS notation, ISO 25010:2023 NFR coverage, and a multi-agent generator/critic/formatter split that avoids the failure modes empirical studies now document.

May 13