Verlox
Never lose track of what your AI changed.
What it does
Verlox is the AI terminal that records, explains, and reverses every AI action. See the plan, approve it, undo anything. Free to start
Verlox is the AI terminal for Windows that records, explains, and reverses every AI action. See the plan, approve it, undo anything. Free to start.
Verlox is the AI terminal ledger for Windows that records, explains, and reverses every action across eleven hosted models plus a built-in offline one. See the plan before it runs, the reason on every step, and undo any change with one click. AI moves fast. Verlox keeps the record. Free to start, 15 credits a day. Windows today, macOS and Linux soon. Verlox is an AI terminal ledger for Windows . You describe what you want in plain English; Verlox turns it into a numbered plan with the exact commands, a reason on every step, and the files each step will touch. Nothing runs until you say so. After any AI session, Verlox can tell you what changed, when, why, which AI did it, and how to undo…from verlox.app
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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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Life & fun · 10d ago · louisabraham.github.io
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Hello HN! I found that picking out plausible but diverse skin tones for my digital art and game development projects was kind of difficult, and I got curious about if there was a way to define a color space that made it easy. I've built a color picker and procedural generation algorithm based on the space as well as a bunch of other fun js features and demos throughout the page that use the equations. If you find it interesting, I have lots of explanations of how I built it and what properties the space has. The methodology might be a bit shaky, but hopefully the result is as helpful for…
Life & fun · Aug 2026 · toneyalexander.github.io
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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