2 points | by kasnaka 6 hours ago
2 comments
AI-ready is mostly just “good engineering hygiene”, but with a much stronger penalty for ambiguity.
LLMs amplify whatever already exists in the repo:
-good patterns become reusable, -inconsistent patterns become chaos generators.
Honestly, if humans can easily understand the codebase, AI tools usually work better with it too. Clear structure, consistent patterns, and good docs go a long way.
AI-ready is mostly just “good engineering hygiene”, but with a much stronger penalty for ambiguity.
LLMs amplify whatever already exists in the repo:
-good patterns become reusable, -inconsistent patterns become chaos generators.
Honestly, if humans can easily understand the codebase, AI tools usually work better with it too. Clear structure, consistent patterns, and good docs go a long way.