<ul><li>StarSearch, based on OpenSauced, is an AI tool that analyses Git commits, developer contributions on GitHub and more to help developers navigate the open-source ecosystem.</li><li>StarSearch can help developers to find a list of contributors that use their tech stack, assess a developer's skills and contributions, and explore a project's history.</li><li>One can also ask general questions about design principles, the commit conventions, etc., making it easier to see if a person fits a company culture and the tools one uses.</li><li>However, StarSearch faces three major issues: Nondeterministic nature, generative hallucination, and need for validation of insights provided.</li><li>StarSearch, with the use of AI, shifts the focus from the idea of AI programming to AI finding the best programmers, which will have a significant impact on the future.</li></ul>

Understanding the Open-source Ecosystem With AI

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