Zorv
Autonomous AI CVE Patcher for Node.js & Python
What it does
Hey guys, I wanted to share the launch of my side project: Zorv. What it is: An autonomous security agent that doesn't just alert you about npm/python CVEs—it bumps the package, runs your tests, uses an LLM to write the code fixes for any breaking API changes, and opens a clean PR once tests pass. Why I built it: I got tired of Dependabot PRs sitting in backlogs because a minor/major version bump broke a test and nobody had time to fix it.
Does the same job
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More ai this month
the category →
I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
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Launched alongside, June 2026
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