The open source coding agent.
Tools Bench.
Product launches and open-source repos with enough signal to earn a second look.
Last Brew Time: Oct 20, 2026, 11:53 AM PT
Sources
GitHub
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The fastest local inference engine in the world.
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
Orca is the place for working with a fleet of agents (e.g. Grok Bot, Claude Code). Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime.
Product Hunt
Keep your agents and builds running on a Mac mini or Studio. Beam brings their Terminal, browser and other app windows onto the Mac in front of you, each as its own window with a Dock icon and ⌘Tab presence. Encrypted between your Macs. Free to try.
Figma Specs is a collaborative Markdown document that can live on its own or beside your designs. Embed Figma frames and FigJam diagrams, work through comments with teammates and agents, and pass the full context to coding agents through MCP.
readywhen is the senior Personal Assistant that works inside WhatsApp. It has its own phone number, its own computer, and a project board that keeps track of everything on your plate. Call it. Message it. Voice-note it. And it gets real work done.
Press PTT on any handheld radio and talk to your AI coding agent, hands-free. walkai-talkai transcribes your voice on your Mac with local Whisper, types the command into Cursor, Claude Code or Antigravity (or calls OpenAI, Anthropic, Gemini, DeepSeek or Ollama directly), then speaks the answer back over the radio with neural voice, VOX tones and a roger beep. Your radio audio never leaves your Mac. macOS 13+ on Apple Silicon. One-time lifetime license, no subscription.
Kai Resolve is the AI agent for support tickets your docs can't answer. It reads the screen recording, logs, account data and your code, read-only, then answers the customer or escalates with a diagnosis. Confirmed bugs become coding tasks your team reviews.
Meet Wally, your new Scribe agent in Willow. Chat by voice to draft an email/slack/ prompt, rewrite highlighted text and keep refining it in the same conversation. Wally uses your personal context and learns your writing style as you go back and forth.
YC Launch
Give your agents the data stack they need ObsessionDB · Fall 2026 · B2B Tags: Analytics, Big Data, Databases. Website: https://obsessiondb.com
Run better experiments, faster. Probe · Spring 2026 · B2B Tags: Machine Learning, SaaS, B2B, Enterprise Software, AI. Website: https://useprobe.ai/
We're re-building a paid marketing agency from the ground up using agents for operational work, instead of people Adside.ai · Fall 2026 · B2B Tags: Swarm AI, Marketing. Website: https://adside.ai
Travel for less. Book yourself or send your AI agent. Axel Travel · Winter 2019 · Consumer Tags: Travel. Website: https://helloaxel.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,... (122 points, 97 comments).
Back when I lived in Central Florida, it took me years to learn what native plants could benefit wildlife and the local ecosystem as I slowly replaced parts of my yard to make it more resilient to drought. After moving to Seattle a few years ago, I had to start all of that from scratch. LLMs made the process a bit easier but I still had to routinely ask the same kinds of questions over and over, despite being far more familiar with native plants these days and leaning more on native plant societ... (119 points, 49 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 Justin. Breadcrumb records everything you do on your Mac (screen + meetings + AI transcripts + what you and your AI decided) and turns it into memory your AI can search. It's local and encrypted. You can also teach it rules by talking to it and it makes sure the right rules turn up in the right context. Works with Claude Code / Codex / Cursor / opencode. All of this is exposed to your AI as 30+ MCP tools (here's the definitions): https://innerloop.works/breadcrumb/mcp I started it in... (49 points, 8 comments).
Hacker News discussion (11 points, 0 comments).
Hacker News discussion (11 points, 6 comments).
HF Spaces
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...
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 718 likes on Hugging Face.
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 388 likes on Hugging Face.
5.6B open weights. Text-to-image, editing, bounding boxes FLUX 3 Image Klein is a Hugging Face Space tagged with gradio, mcp-server, region:us. It has 129 likes on Hugging Face.
8-step text-to-image and editing with Qwen-Image-2.1-Turbo Text-to-image generation and multi-image editing with Qwen/Qwen-Image-2.1-Turbo, the official 8-step distilled checkpoint of Qwen-Image-2.1, running on ZeroGPU through QwenImage21Pipeline in diffusers. Text to image: leave the input gallery empty and describe what you want. Image editing: upload up to 10 images and refer to them as … . Transparency: the model natively decodes RGBA. Ask for it in the prompt. Sampling follows the model card: the checkpoint's saved 8-step sigma schedule, CFG 1 and prefix KV caching. The transformer blocks and VAE decoder run as ahead-of-time compiled kernels (AOTInductor) from hugging-apps/qwen-image-2-...
One photo into a frozen-instant 360° camera orbit pablodawson/MiniMax-H3-360-Orbit-LoRA is a rank-16 ai-toolkit adapter for MiniMax-H3's first–last-frame (fl2va) partition that turns one photo into a frozen-time 360° camera orbit: the camera travels all the way around the subject, nothing in the scene moves, and the clip closes on the exact frame it started from — so orbits chain or stitch into longer shots with no visible seam. Upload a photo and press Orbit 360°. The photo is fed to MiniMax-H3 as both the first and the last keyframe — the wiring the LoRA was trained with, and what pins both ends. Every knob the card recommends is preset: 768×768, 73 frames (≈ 3 s at 24 fps), 28 steps, no C...

















