HERBACK — Find Your Next Step
"HERBACK has your back — on any decision."
What it does
Ever feel stuck and don't know which way to go? HERBACK helps. Tell it your decision, and it builds a real roadmap — clear next steps, useful resources, and stories from people who've faced the same thing. No generic advice, just an actual plan. Despite the name, HERBACK is for everyone — every "her," "him," "they" who's ever felt stuck. Built this because we've been there too many times. Try it out, and let me know what you're working through!
HERBACK provides personalized action plans and real peer support so you can move forward with confidence. You need direction, people who get it, and a place to begin. Share your goal and challenges. We'll map out a clear path forward. Connect with mentors and peers who have walked the same path. Share your transition—career pivot, relocation, break, or new venture. Get a personalized roadmap broken into clear, manageable steps. Connect with experienced mentors and peers for guidance and support. Designed for women navigating major life changes, and open to anyone seeking direction. Switching careers, exploring new fields, or redefining goals. Turn this conversation into a pathway with clear…from herback-production.up.railway.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.
AI · 17d ago · simedw.com
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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.
AI · 17d ago · simedw.com