Guides

Guides.

Evergreen explainers on how AI understands engineering work: memory, code graphs, retrieval, verification, and the tradeoffs behind AI developer tools.

AI that understands your codebase

What the phrase actually means, why generic LLMs fall short, and how retrieval, code graphs, memory, and verification compare.

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