Kodwai scores developer-AI agent collaboration

As AI agents become mainstream, the definition of a 'good developer' is shifting from syntax memorization to effective agent orchestration, making Kodwai a timely tool for evaluating 'vibe coding' proficiency.

* Evaluating git history, test runs, and agent transcripts provides a comprehensive look at the actual collaboration process rather than just the final output.

* The focus on local execution via a CLI makes it highly developer-friendly and integrates naturally with existing local workflows.

* Providing granular scores for Direction, Outcome, and Lift helps developers identify specific areas of improvement in how they prompt, guide, and leverage AI.

* A public leaderboard and profile system could become a modern resume standard for the AI-assisted software engineering era.