When I started building what became Scarab Diagnostic Suite, I was not trying to create a theory of AI-assisted software development. I was trying to survive my own repo. I was building an intricate frontend/backend system with Codex.
Source: [Dev.to](https://dev.to/scarab-systems/the-real-ai-coding-breakthrough-is-not-more-context-it-is-better-diagnostics-1b3d)