IslandBytes LLC

IslandBytes LLC

Tools that make developers think harder.
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IslandBytes LLC builds developer tools and psychometric assessments. We created CCG (Commit Comprehension Gate), a GitHub Action that blocks PR merges until developers prove they understood the code they're reviewing. We are also building AQ™, an adaptability scoring instrument for individuals and teams. Founded by a senior engineer with a background in ML, recommendation systems, and product strategy.

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IslandBytes LLC•

8h ago

Commit Comprehension Gate - Block merges until devs prove they read their own diff

CCG is a GitHub Action that blocks PR merges until the author correctly answers comprehension questions generated from their own diff using Claude. Built for teams where AI-generated code gets merged faster than anyone reads it. Completely stateless — the answer key lives in a hidden HTML comment in the PR itself. No database, no infrastructure. Just 3 files and an API key. Open source, MIT licensed, patent pending.
Nika•

10mo ago

What was the very first project you vibecoded with AI?

On Product Hunt, I can see many people launching their products using "vibe-coding tools" like @Lovable , @bolt.new , or@Replit

I reckon many people who created something with them are usually developers who didn't have enough time for building a side idea before, but with AI, they could make it happen.

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