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DenseZK is a mobile-first privacy engine delivering sub-second zero-knowledge proofs by replacing bulky general math with a "graph-native" architecture. It achieves a 17x performance boost and a tiny 500MB RAM footprint via a "split-witness" system: your phone keeps data private while a remote server handles heavy lifting blindly. This allows you to instantly prove identity or reputation, like 1,000 followers at a global scale without draining your battery or overheating your device.
Dense-zkVMHyper-mobile SDK for social apps using zero knowledge proofs
Ayush Duttaleft a comment
I'd love to discuss the feasibility of ZK in social media: can sub-second proofs finally make "private likes" or "anonymous reputation" feel as snappy as X or Farcaster? How do you see this scaling for millions of interconnected users, and which social features should we "ZK-ify" first?
Dense-zkVMHyper-mobile SDK for social apps using zero knowledge proofs
Lemonx orchestrates backend-less multiple AI agents that work together to run, test, and fix your code automatically. Integrated right into your GitHub, it catches failing tests, applies fixes, and re-runs them without you having to stop and debug. During hackathons, this means your project keeps moving forward while Lemonx handles the messy stuff in the background.
LemonxZero compute agentic auto-testing for buggy codebases
Ayush Duttaleft a comment
I built LemonX because at hackathons, every minute counts and CI failures were stealing hours from me. It doesn’t just run tests. it auto-fixes failing ones using AI agents so your pipeline keeps running while you focus on building features. What started as a personal experiment to make CI smarter is now a tool that helps anyone get past flaky or broken tests and keep shipping code faster.
LemonxZero compute agentic auto-testing for buggy codebases