An agentic skills framework & software development methodology that works.
Tools Bench.
Product launches and open-source repos with enough signal to earn a second look.
Last Brew Time: Oct 30, 2026, 12:01 PM PT
Sources
GitHub
Skills for Real Engineers. Straight from my .agents directory.
Public repository for Agent Skills
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
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/ .
Product Hunt
Most small business owners face the same problem when trying to use AI tools: they don't have time for re-explaining their business in every chat. Empacer is designed to skip this part. Three questions at setup, then spoken requests become a ready plan and finished work: customer replies, social posts, invoices and more. Nothing is sent without the owner's approval.
Imagine opening your inbox and finding everything already organized, with replies ready to review. Scape is an intelligent email client that prioritizes messages, prepares contextual drafts, and helps track conversations and follow-ups. It understands your work across emails, meetings, calendars, and attachments, so you can spend less time managing communication and more time moving work forward.
Floot is now a native app in your ChatGPT sidebar. Describe what you want, watch it build in a live preview inside the chat, and publish it with a real link. Database, logins and hosting are built in, and the AI runs on your ChatGPT plan.
Revenue, MRR and subscribers from Stripe, Polar, Paddle, Dodo Payments and more, in the MacBook notch.
Gemini 4 Carbon is our strongest model with state-of-the-art cybersecurity and long horizon capabilities.
Gologin Cloud Browser gives AI agents and scrapers real Chromium browsers that stay logged in. Persistent sessions survive across runs, so there’s no re-auth or lost state. Built-in stealth and anti-bot protection, plus proxies in 150+ countries. Fully serverless, it scales to thousands of browsers and works with Playwright and Puppeteer via WebSocket. Built by the GoLogin team: 7 years’ expertise, SOC 2 Type II, 99.9% SLA. Plans from $4.50/mo.
YC Launch
Track finger movement and estimate fingertip force while people work. Axonnic · Fall 2026 · Industrials Tags: Neurotechnology, Robotics, Data Labeling. Website: https://www.axonnic.com
Stop playing whack-a-mole with your agents Mirrors · Fall 2026 · B2B Tags: AIOps, Developer Tools, B2B, Infrastructure, AI. Website: https://www.mirrors.dev
Glasses that let you talk to your computer without talking out loud The Subvocal Company · Fall 2026 · Consumer Tags: Hard Tech, Hardware, Consumer. Website: https://subvocal.company
Control your computer with a thought, no surgery required Dydema · Fall 2026 · Consumer Tags: Hardware, Neurotechnology, Neuroinformatics, Consumer, AI. Website: https://dydema.com/
Reconero automates administrative workflows for law enforcement with AI Reconero · Fall 2026 · Government Tags: SaaS, GovTech, Data Visualization, AI. Website: https://reconero.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, 98 comments).
Instead of trying to run DOOM on things, I have instead decided to use DOOM (many, many, many doom games actually) to create a transformer. For a lot of the math required I essentially had to use DOOM game mechanics and voodoo dolls (DOOM is turing complete btw) and exchange them with the actual operations, essentially creating an alternative to NumPy (a 65000x slower one). Thus, I am proud to present DOOMFORMER. Here are a list of things DOOMFORMER can do : It can classify MNIST digits, even if... (121 points, 35 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 Ruud, co-founder of Lont. We turn company emails into personalized videos. Video captions cost us manual work twice: fixing misheard words, then fixing layout, like lines ending on “the”. Overtone uses multiple models to listen to the audio: gpt-transcribe, Azure STT, and Elevenlabs Scribe. When they return conflicting results, Overtone sends small clips to the models again, and then lets an LLM decide what was actually said. The LLM is like a human doing a sanity check on the transcr... (41 points, 3 comments).
Hi everyone! I had the idea for catcopter on my mind for a long time (got the domain ~13 years ago). It's a web multiplayer game where you can fly a dangerous cat and engage in competition with other players and critters (pterodactyls, chickens and angry penguins). I made it initially for me and my friends but it was quite fun so I thought I'll share it here too. The game is intentionally dorky and it was fun to develop. The tools I used were mostly Opus 5.5 (objects / rigging / motion), Tripo3d... (41 points, 20 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...... (10 points, 0 comments).
HF Spaces
Protect Birds ProtectBirds is a Hugging Face Space tagged with docker, region:us. It has 1253 likes on Hugging Face.
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 1102 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 610 likes on Hugging Face.
Semantic search for 3D assets: USD + RTX simulation previews SimReady Central USD Search — single-container demo (OpenSearch + Neo4j + Redis + deepsearch-api + asset-graph-service, SigLIP2 embeddings via a local siglip2-triton process — see docker/Dockerfile.hf-space-gpu). Runs on a GPU hardware tier (rtx-pro-6000), unlike the free-tier docker/Dockerfile.hf-space variant, which routes SigLIP2 to NVCF instead. The index itself is pulled from the artifact S3 bucket at container startup, not baked in. Deployed by github.com/NVIDIA-dev/simready-central-indexing-internal's python -m pipeline.run_pipeline deploy-space-gpu. Third-party notices: THIRDPARTYNOTICE.md. SimReady Central is a Hugging Fac...



















