Sharing a write-up of one of our investigations at GitHub Next: Extract, Edit, Apply. Spec-oriented programming is usually seen as "Spec-first", with a compilation step to turn specs into code: Specs are permanent, and Code is ephemeral. This has many obvious problems, including: The instability of LLM code-generation under otherwise small or unimportant changes to … Continue reading Extract, Edit, Apply – a design pattern for AI →