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 15, 2026, 12:26 PM PT
Sources
GitHub
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Reverse engineer anything with agents, from app behavior down to native binaries.
🪨 why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman.
Ghidra is a software reverse engineering (SRE) framework
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
Product Hunt
Pancake is the Vercel for GTM. It gives you the building blocks to deploy any go-to-market idea from your favorite AI agent, such as Claude or Codex: a GTM Brain, sending infrastructure, and 40+ data providers and enrichment, all accessible through one MCP connection.
Get free signup credits to use all available models on Inferock. Bring your own keys: run your OpenAI, Claude or Gemini accounts, see where calls fail and what they cost, and get credits back on eligible failed calls. Serverless: pay-per-token LLM inference. Get signup credits to start using.
Retriever is a free AI browser agent that finishes work across websites. Ask it to find leads and send outreach, shortlist TikTok and Instagram creators for your next campaign, or apply to jobs. Run tasks in your own Chrome browser or in cloud browsers hosted by rtrvr. It beats OpenAI, Anthropic, and Muse on accuracy, runs 5x faster, and costs 300x less.
daily.dev is where millions of developers find out what's next. Now your agent can too. Connect Claude, Cursor, Codex or any MCP client to read personalized feeds, search posts, learn from discussions, save bookmarks and tune your feed. In addition, plugin marketplace and apps ecosystem. YOUR AGENTS CAN READ daily.dev NOW!!
Tiden verifies your coding agents built what you actually asked for. Most checks run inside the session that wrote the code, so the tests agree with it by construction. Tiden keeps your intent as requirements that branch and merge like code, and checks every change against that record. The verdict comes from tests run in your environment; no model grades the diff. You decide what merges, and production errors trace back to the release. Works beside Claude Code, Cursor, Codex and Copilot.
AdAnt AI is your proactive, 24/7 social media marketing team. The Strategist researches your niche on TikTok, Instagram, YouTube and Meta Ads and writes content strategies that work. The Creator turns every strategy into a batch of videos. The Analyst listens on X and Reddit for conversations worth joining. The Manager plans the calendar and posts. Built on the strategies our founding team used to generate 100M+ organic views and cut paid acquisition costs by 60% on average.
YC Launch
Oway connects industrial systems through a common protocol, giving AI the context to coordinate the physical economy. Oway · Summer 2024 · B2B Tags: B2B, API, Infrastructure, AI, Industrial. Website: https://www.shipoway.com
One intelligence layer, many robots. Across solar farms, data centers, and beyond. Libra Robotics · Summer 2026 · Industrials Tags: Hard Tech, Robotics, Construction, Energy, AI. Website: https://www.librabots.com/
The know-how your team runs on was never written down. GodHands learns it from the work itself. GodHands · Fall 2026 · B2B Tags: B2B, Workflow Automation, Enterprise, Automation, Operations. Website: https://godhands.ai
Deployed on 5 mine sites, for Engineers who sign high-consequence mine safety reports. KorrAI · Winter 2022 · Industrials Tags: Climate, Mining, AI. Website: https://www.korrai.com
Agents do the work, the lawyer approves every step, and clients get served first. Praxis · Fall 2026 · B2B Tags: Artificial Intelligence, Legal, LegalTech. Website: https://runpraxis.ai
AI agents that catch consumer protection violations before anyone complains Particularity · Fall 2026 · Government Tags: GovTech. Website: https://particularity.io
Hacker News
Hello everyone, I wanted to share this small project that I have. It's born out of a necessity that I had, because Proton doesn't ship a Linux version of the drive yet (it's apparently coming out later this year but who knows?) and all the current solutions are hacky and wonky at best. But for the time being I really needed to mount my Proton drive on my Linux machine the way I mounted it on my Mac, so I (and my faithful AI slave) did this small utility that allows you to mount your Proton Drive... (122 points, 46 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... (101 points, 20 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... (90 points, 18 comments).
My friend and I are huge Neovim nerds. We like to rice our terminals and our editors. We just wanted a harness that we can do the same with, rice it till our hearts' desire. So, we started looking out for harnesses. Pi was great, Pi was good. But in the end, it was JavaScript. I don't have anything against JavaScript, but Lua is more fitting, and I can just as easily base it in Rust to make it even faster. So, we started cooking, and we ended up with a design that's minimal at its core and is bu... (66 points, 13 comments).
I think a chasm has been crossed. Opus 5.5 few shotted a fully working Figma for me. In the past year I have been trying to benchmark vibe coded apps and see how good they get and this week it did it with very very little guidance from me. I basically just told it reach feature parity. Prior to this vibe coded apps would resemble the real software, this is not a resemblance it's the real thing. As a casual Figma user in the past, I can't really see a difference. And if there is one you have an L... (40 points, 44 comments).
Hacker News discussion (11 points, 0 comments).
HF Spaces
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...
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 554 likes on Hugging Face.
Demo of the Collection of Qwen Image Edit LoRAs QIE-2511 Rapid-AIO LoRAs Fast (Experimental) is a Hugging Face Space tagged with gradio, mcp-server, region:us. It has 457 likes on Hugging Face.
6-step Qwen-Image-2.1, T2I + editing, vs-base comparison Viggle Turbo v0.3 — 6-step Qwen-Image-2.1 A distilled Qwen-Image-2.1 that generates and edits images in 6 steps with no classifier-free guidance, about 5× faster than the 40-step base model. On most prompts it is hard to tell apart from the base model; small, dense text and complicated edits (multi-reference composition, face swaps, identity-preserving edits) can still fall short of it. v0.3 (2026-09-29): at 6 steps, less grain than v0.2.1 and a little softer on fine texture. We think 6 steps is close to its capacity: every further gain we found cost something elsewhere. The new 9-step setting runs 7 turbo steps and lets the base model...
Uncensored Qwen 2.1 with All-In-One LoRAs 🚀 Qwen-Image-2.1 Uncensored All-In-One LoRA Studio An all-in-one generative AI suite running KasugaiSakura/Qwen-Image-2.1-Uncensored-Abenzerps-GGUF on Hugging Face ZeroGPU (zero-a10g), equipped with on-demand All-In-One LoRA Adapters. ✨ Features Uncensored GGUF Base: Native fast BF16-packed inference powered by qwen-image-2.1-UC-Q4KM.gguf. All-In-One LoRA Suite: ⚡ Turbo Acceleration: 4-step / 5-step fast inference with Viggle Turbo & Pai Fun-Acc. 🎨 Aesthetic & Style LoRAs: Anime Consistency, Natural Exposure Photorealism, Hyperrealistic & Ultrarealistic Portraits, Flat-Log Film Grade. 🎭 Face Swap & Pose Transfer: BFS Best Face Swap and AnyPose 2-imag...



















