Tools Bench.

Product launches and open-source repos with enough signal to earn a second look.

Last Brew Time: Oct 28, 2026, 12:14 PM PT

Sources

GitHub

An agentic skills framework & software development methodology that works.

100.8K

π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.

The design vocabulary for your coding agent. Steer with polish and bolder, review with critique and audit, catch AI slop before it ships.

DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/ .

Anti-AI-slop design skill for Claude Code, Cursor, and Codex.

一个基于 JavaScript 的网盘文件下载地址获取工具。基于【网盘直链下载助手】修改 ,支持 百度网盘 / 阿里云盘 / 中国移动云盘 / 天翼云盘 / 迅雷云盘 / 夸克网盘 / UC网盘 / 123云盘 八大网盘

Product Hunt

Put what you’re building in front of real customers or synthetic users trained on them when you need an answer in minutes without leaving Claude, Cursor, or Jira. Nothing ships on a guess.

Overmind is the model training platform for AI teams. Turn your production traces into specialised models you own, trained, benchmarked, and served.

Spacesheep (YC F26) turns any agent's work into a space: an interactive doc, live dashboard, mockup or app. Share it with specific people, your team or publicly, and collaborate on it together.

Doomscrolling is free. Orbit makes it cost something. Pick a schedule and your apps lock themselves. Want back in early? Earn it: hold the orb, do squats, ask a friend, pay a little more each time, or win a shift at The Gate. Most times, you’ll stay out.

Savor is an Intention Layer™ for thoughts that never reach your to-do list. Speak, type, or snap a photo to create a clear card in Now, Soon, or Later. Reminders bring it back when it matters. Take Action (Beta) helps you explore options, build a plan or list, and draft words you can use. Review and adjust as you go. Hand off a card or a single step, with a private chat for context. You decide what happens next. Free on iOS and Android.

Notra is a GEO tool that asks ChatGPT, Claude and Gemini the questions your buyers ask. It shows whether you appear, who appears instead and how to fix it.

YC Launch

Connected agents that source, screen and coordinate hiring, learning from every interview and decision Lantern AI · Fall 2026 · B2B Tags: Human Resources, Recruiting, HR Tech, Talent Acquisition, AI. Website: https://lantern.md

Sensitive hardware that helps robots feel the world around them Silica · Fall 2026 · Industrials Tags: Hardware, Robotics, Manufacturing. Website: https://silicamachines.com/

Hacker News

Hello HN! Wonderhop is a small browser game with no account needed to play, everyday there are 4 rounds of 7 quesitons like "Name a food that a lot of people hate" The goal depends on the mode: Either gives the answer most people would give, the one no one would give, the oldest answer or the most recent one and there's a leaderboard for the day. The most interesting part of the project was understanding answers that are typed freely and in 10 languages, there was some typos, plurals, nickname,... (124 points, 97 comments).

About 11 months ago i revived the amazing but unfortunately unmaintained spotify-tui. Since then I have been working on it almost non stop, finding a lot of problems on the way. One of the main issues I ran into were the Spotify web API rate limits. Third party clients like spotatui are dependent on a developer app made in the Spotify developer dashboard, which get rate limited a lot and Spotify has slowly been deprecating endpoints from it. The workaround for this used to be using a shared clie... (92 points, 19 comments).

Hi HN, I'm Richard, founder of Native. I'm working on open-source context ownership, to stop AI centralisation: https://github.com/withnative/native My first focus has been making Markdown vaults powerful enough so that teams can self-host all of their context (messaging, docs and projects), without it being externally fragmented or rate-limited. I'm sharing some early results: Markdown vaults can be 40× more efficient with SQLite! https://www.withnative.ai/research-and-posts/markdown-contex...... (9 points, 0 comments).

Hey HN, we recently open sourced our Consumer Agent Testing Tool to help teams iterate against proprietary assistants like Muse and Instinct. We built this to reduce our own frustrations with building an MCP/API for these agents to consume. The problem: testing against these tools is hard! Agent memory + account statefulness make reproducibility, in the ways required for repeatable/reliable outcomes, between agents and the APIs/MCPs they interact with very challenging. The solution: CATT lets de... (9 points, 2 comments).

Hey everyone! Joshua and Egbert from TalkJS here. Today we're launching Tori, an AI support agent built for difficult product questions. Other tools we tried struggled with the technical questions we get at TalkJS, so we built our own. One of our test questions was: "How can I add two-way sync between TalkJS and my Minecraft mod?" Our docs never mention Minecraft, and TalkJS does not have a Java SDK. Tori figured out how a Java Edition mod could use Kotlin, found our Kotlin Data API even though... (6 points, 1 comments).

HF Spaces

generate a video from an image with a text prompt Wan2.2 14B Preview is a Hugging Face Space tagged with gradio, mcp-server, region:us. It has 1054 likes on Hugging Face.

Benchmarks and news on various repros of TypeSafe's Jev Who is rebuilding TypeSafe's Jev (System One / RLCD) in the open? This static Space opens on the Decision Index leaderboard; the News tab tracks the artifacts in one combined grid, color-coded by kind: Decoding: parallel constrained decoding on stock models (inference technique, no new weights) Diffusion: text diffusion models run in a "Jev mode" Trained: Jev-like scoring heads and fine-tunes, weights often on the Hub, promised models listed last Prior art: "this already exists" claims Explainers: architecture speculation, explainers, benchmarks and roundups Cards sort by a trending score: ♥ likes on X + 5 × GitHub stars + 8 × Hub likes...

Real trained RL policies for the Microduck robot, running fully in the browser: MuJoCo compiled to WebAssembly steps the physics, onnxruntime-web runs the policy network at 50 Hz. No server, no backend. Two locomotion variants of the same robot are included: legs (walking, the default) and rollers (the wheeled skating variant). Press M (or hold D-pad up ~1 s on a gamepad) to switch; the roller model, meshes and policies are lazy-loaded on the first switch. | Mode | Checkpoint | What it does | |--------|-----------|--------------| | Run (legs) | BESTalphawalking.onnx | Velocity-tracking locomotion (arrows / WASD to steer) | | Sit | BESTalphasitstand.onnx | Sits down on its hull, stands back u...

Head swap with the BFS LoRA on Qwen-Image-2.1 (+turbo) Head/face swap demo for the BFS bfsheadv1qwen2.1 LoRA on Qwen-Image-2.1, with an optional Viggle turbo 6-step mode. Example inputs are cropped from the example images in the BFS model repository (MIT license). Qwen-Image-2.1 and the Viggle turbo LoRA are under the Qwen Research License (non-commercial). Do not use or share results involving people who have not given consent. BFS Best Face Swap is a Hugging Face Space tagged with gradio, mcp-server, region:us. It has 578 likes on Hugging Face.

Video generation with a synchronized soundtrack MiniMax-H3 — unquantized, split across two Spaces Joint video and soundtrack out of a single denoising pass, at bfloat16 with no quantization anywhere. This Space is the denoising half: the 61.73 GiB transformer and the two autoencoders. The 62.14 GiB Qwen3-VL conditioner runs in qwen3vl-conditioner, which this Space calls over the gradio API for every request. The weights are the public MiniMaxAI/MiniMax-H3 diffusers checkpoint. MiniMax-H3 is 195.9 GiB in bfloat16 and a ZeroGPU Space is evicted at 150 GB of storage. An unquantized single Space is therefore impossible, which is why quantized demos of it run NVFP4 or float8 weights. Cut the Mini...

Uncensored Qwen-Image-2.1 generate + edit Qwen-Image-2.1 Uncensored (ZeroGPU) Demo of abenzerps/Qwen-Image-2.1-Uncensored-GGUF on Hugging Face Spaces. The repo’s GGUF files are for ComfyUI (Unet Loader (GGUF) + leejet/ComfyUI-GGUF). Spaces ZeroGPU runs PyTorch / Diffusers, so this app: Loads the official Diffusers weights Qwen/Qwen-Image-2.1 Applies qwen-image-2.1-uncensored-lora.safetensors from the same repo No safety checker. Adult / NSFW prompts are allowed. You must be 18+. For local GGUF (Q4KM recommended) use ComfyUI as described on the model card. Base: Qwen/Qwen-Image-2.1 Quant / LoRA: abenzerps/Qwen-Image-2.1-Uncensored-GGUF License: Qwen Research Qwen Image 2.1 Uncensored is a Hug...