Bounty — Real Work, Posted Fast
Get paid for real work, not endless applications.
What it does
Bounty helps people find real paid work fast. Businesses post tasks they need done, and workers can apply, complete the job, and get paid. Built for people who are tired of endless job applications, ghosting, and waiting weeks for income. Bounty makes work simple: post a task, apply, complete it, get paid. We’re launching early and looking for feedback from workers, freelancers, small businesses, and anyone who wants a faster way to connect work with people ready to do it.
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- UFUber for Coding — Build product with bounties2022 · algora.io · ▲66
Hey HN! After lots of dogfooding, we are now releasing Algora.io to help developers share bounties & easily meet new collaborators. The problem: early-stage founders always have more work than people, tight budgets and no time. Hiring full-time engineers is often not an option, yet most founders would welcome contributions from new collaborators. Meanwhile, most developers welcome flexible work. However, today, all of this is hard. Our solution: we built a Git GUI where you can pay developers and start collaborating with new ones, in just a few clicks. On Algora you can share, reward and…
More ai this month
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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 · 18d ago · simedw.com
Astute▲585Automate your B2B brand going viral, with new media creators
AI · 19d ago · company-app.joinastute.com
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…
AI · 27d ago · cactuscompute.com
Launched alongside, May 2026
the whole month →
Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai
- NW
Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
Life & fun · May 2026 · github.com
- FM
Dev tools · May 2026 · github.com