Encoding Team Standards Into AI Coding Assistants

Encoding Team Standards Into AI Coding Assistants

TLDR: Rahul Garg at Thoughtworks argues that AI coding assistants produce wildly inconsistent results because only experienced engineers know how to prompt them well. The fix is to encode team knowledge into shared, versioned instruction files stored directly in your repository, so every developer gets the same quality baseline from day one.

Encoding Team Standards