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Instantly turning AI-generated code production ready

Hi HN,

============================================================================================= We built Polarity, a developer tool that makes AI-generated code production-ready instantly.

The problem: AI tools write code fast, but teams still spend hours fixing style, context, and structure before merging. That review loop kills velocity.

The fix: Polarity runs automated review passes on every PR, improving style, safety, and consistency while aligning with your repository patterns and context.

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Under the hood: Code-aware agents process your repo using embeddings to preserve intent

Integrates directly with GitHub (no IDE setup or extensions)

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How it’s different: Tools like Greptile and CodeRabbit help you understand your code. Polarity helps you ship it automatically.

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Thanks for checking it out, Mihai, Alex, Shane, and Jay