kluster.ai
Never ship broken AI code again
kluster.ai launched on September 17, 2025 with 172 votes, #178 of 8,160 launches that month and more than 95% of that year's launches.
What it does
Over 40% of AI-generated code contains issues. kluster.ai automatically reviews and fixes code in real-time as AI writes it, instantly correcting bugs, preventing security vulnerabilities, and fixing logic errors right in your favorite IDE.
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Source: Product Hunt launch ↗
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The site hit #1 on HN about a year ago. Got enough traffic that I turned it into a proper API. What's there: - REST API — 35k products, manually filterable by category, free key, 60 req/min - CLI — npx anycrap random -c food - faker.js plugin — bundled, no API call, works offline - HuggingFace dataset — full 35k rows for ML/training https://anycrap.shop/developers
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Years ago I stumbled across a basic version of this concept and it stuck with me. I knew if I was ever going to take on such a project, it would need to be flawless, but without coding experience it was just another idea that would never happen. By the end of 2024, as AI coding tools exploded everywhere, I finally had a way to make it real. I started from zero knowledge and spent months collaborating with AI agents as a learning experience. Every pixel and every function went through me. The AI translated what I asked for into code, but every decision was human. I didn't use existing OS…
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