Tools Bench.

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

Last Brew Time: Aug 23, 2026, 10:41 AM PT

Insight

Builders keep multiplying the agents they already have instead of inventing new ones

01.PACKAGING REUSABLE PROCESS INTO SHAREABLE SKILL PACKS

02.STRETCHING ONE CODING-AGENT SUBSCRIPTION ACROSS MORE SURFACES

03.GIVING AGENTS A SHARED IDENTITY TO TALK THROUGH

Featured

GitHub234.8K

NousResearch/hermes-agent

The agent that grows with you

youtube
6 Hermes Agent use cases I promise will change your life

Market Signal

Why It Has Market Pull

Hermes Agent is a genuine breakout product from a well-funded, credible AI research company — massive organic GitHub growth plus an active fundraise at a $1.5B valuation from top-tier investors makes this one of the strongest real market signals in this set.

  • Star-History reports roughly 222.6k GitHub stars (global rank #20), with other coverage citing around 214k stars and nearly 40k forks — independently corroborated across multiple sources
  • Nous Research (Hermes' creator) is reported to be finalizing a new funding round led by Robot Ventures with participation from USV and others at a $1.5B valuation, raising at least $75M, on top of $70M raised previously from Paradigm, North Island Ventures, Delphi Ventures, OSS Capital, and Balaji Srinivasan
  • Reported to have hit #1 on OpenRouter's global model/agent rankings
  • Shipped with built-in skills (web search, coding, image understanding) and a self-improving skill-learning loop as a differentiated technical approach versus competitors

feedbacks

What People Are Saying

  • "pretty pleased"Hacker News comment from a self-reported multi-week user

  • "Hermes agent maker Nous Research in talks for new funding at $1.5B valuation"TechCrunch coverage

  • "has amassed a massive following on GitHub, boasting roughly 214,000 stars and nearly 40,000 forks"Independent industry coverage

  • "designed to automatically learn from people's usage and build more skills without manual intervention"Independent product coverage

Product Hunt130

Zero

Zero is Vercel's experimental programming language designed for a world where AI agents write the code. Instead of editing source text, agents query and patch a semantic program graph while the compiler checks every change. Humans simply ask for outcomes, then review readable code projections when needed. Built from the ground up for agentic coding, with token efficiency, fast builds, low memory, and zero dependencies.

Market Signal

Why It Has Market Pull

Zero is a genuine R&D bet from Vercel rather than an anonymous side project, and the open compiler is already drawing real developer engagement and press coverage well beyond a typical launch-day spike. It remains an experimental, early-stage language, so long-term adoption is still unproven, but the underlying company's distribution and the organic GitHub growth make it worth tracking.

  • Backed by Vercel Labs, the experimental-projects arm of a company with major enterprise developer distribution
  • Open-source repo passed 5,300 GitHub stars and 339 forks within a few months of launch
  • Reached roughly 900 stars in the first 24 hours, unusually fast velocity for a brand-new language
  • Covered by MarkTechPost, InfoQ, TechTimes, and HackerNoon, plus organic reaction threads on X
  • 130 Product Hunt upvotes and a #6 daily rank at launch

feedbacks

What People Are Saying

  • "This is awesome Justin! Thanks for hunting it here"Product Hunt comment

  • "Vercel Labs dropped Zero on a Friday: an experimental programming language designed for AI agents... Agents can understand code without digging through the implementation."X post

  • "a bun rewrite using Zero achieved a 98.7% test pass rate"X post (Vercel CTO)

  • "whether Zero's conventions get cribbed by larger languages, or whether the whole thing turns out to be an answer to a question nobody actually had"HackerNoon commentary

  • "the languages agents will be best at are those that show up most in pretrain data"X reply

  • "faster, smaller, and easier for agents to use and repair"press interview (HackerNoon)

HF Spaces119 likes

OpenVuln

Find bugs in your repository with GLM This Space is built automatically from the root Dockerfile and serves the Vite application with nginx on port 7860. Optional Space build variables: VITEAPIBASEURL — API origin; defaults to https://openvuln.vulnhunter.pro. VITEGITHUBREPOURL — source repository linked from the interface. OpenVuln is a Hugging Face Space tagged with docker, region:us. It has 119 likes on Hugging Face.

Market Signal

Why It Has Market Pull

OpenVuln is a real, well-covered product launched by Z.ai (Zhipu AI), a major Chinese foundation-model company, offering free automated vulnerability scanning of public GitHub repositories powered by its GLM model family. It has been reported on by multiple independent outlets and discussed on Hacker News, making it one of the strongest market-credibility signals in this set.

  • Published by zai-org (Z.ai/Zhipu AI), a major, well-funded foundation-model company, not an individual or hobbyist account
  • Covered independently by Axios, Heise, BetaNews, and MLQ News, plus an active Hacker News discussion thread
  • Demonstrated real capability improvement: 84.5% on CyberGym (up from 77.2%) and 54.4% on ExploitBench (more than double the prior model's 24.4%)
  • 119 Hugging Face likes for a security-research tool, alongside a public, ongoing disclosure ledger tracking findings through coordinated fixes
  • Framed as part of a broader 'Open Shield' initiative offering free continuous security auditing to open-source maintainers

feedbacks

What People Are Saying

  • "such models can be used by malicious actors, but... it's fair to have it publicly available to play on your own side in case of emergency"Hacker News comment

  • "Z.ai warned... its latest model, GLM-5.3, is so capable at finding and exploiting security flaws that the company will delay the public release of the model weights"Axios coverage

  • "aggregate security posture becomes public — the detailed findings stay private and only reach the project's verified maintainers ahead of coordinated disclosure"Independent coverage (Playciso)

  • "GLM 5.3 improves security capabilities"Heise online coverage

  • "Independent third-party coverage is still thin."evidence gap

Sources

GitHub

affaan-m/ECC

242.4K

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

mattpocock/skills

233.5K

Skills for Real Engineers. Straight from my .agents directory.

Comfy-Org/ComfyUI

129.3K

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

openai/codex

115.0K

Lightweight coding agent that runs in your terminal

tinyhumansai/openhuman

36.6K

Your Personal AI super intelligence. A brain that builds a local-first memory of your life, a fantastic orchestrator of agent fleets and workflows, and a deep researcher.

VoltAgent/awesome-agent-skills

31.1K

A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.

Product Hunt

Toplify

351

Toplify is a multi server service monitoring App Store charts across 175 countries, 24/7, so you never miss your next milestone. Get alerts for new rankings and significant jumps. No API keys or App Store Connect access needed. Just add your app and Toplify takes care of the rest.

Open Analytics

244

Open Analytics is an open-source, privacy-first alternative to Google Analytics, built for humans and AI agents. Track real-time visitors, funnels, and revenue with one lightweight, cookieless script. Connect your analytics to AI tools via MCP. GDPR-friendly with no consent banner, and self-hostable.

Maccess

185

Control your Mac from iPhone with touchpad, keyboard, screen mirroring, files, and Mackie AI. Pair over Wi-Fi or use Online Access from anywhere.

AutoClaw

150

AutoClaw is a desktop AI agent for multi-step work across files, browsers, office documents, web apps, and IM. Give it a goal, let it operate tools and coordinate agents, then get the finished work back in the same conversation. GLM-5.3 is built in.

Pocket by Meta

71

Pocket is Meta's new social app for creating, playing, and remixing interactive experiences with AI. Describe an idea and turn it into a playable "gizmo" that can respond to touch, motion, sound, photos, and even your camera. Share it to the feed, play what others have imagined, or remix their creations into something new. It's vibe coding turned into a social experience—no coding required.

SubtitleGenerator

212

Free: 60 one-minute videos a month, no signup. Drop in a video and generate, fix, translate, style and export subtitles in one editor. All 30 styles are included free. Most tools leave you hunting line by line—Fix flags uncertain words and counts down to “All clear,” a real finish line. Pro and Max add full-track translation, HD without a watermark, eight subtitle formats, custom fonts and saved brand styles. Your video stays in your browser.

YC Launch

Archal: API sandboxes, built for AI agents

54

Test API integrations without test accounts, rate limits, or messy state. Archal · Summer 2026 · B2B Tags: Artificial Intelligence, Developer Tools, API, Infrastructure. Website: https://www.archal.ai/

Hacker News

OzBrain, a shared brain for knowledge between agents and your team

85 pts

I think agent-first chat interfaces will be a primary software modality and busy dashboard/UI will go away. I’m not sure who exactly wins it, but I want my knowledge to grow/go with me. A lot of the “knowledge” ie research, analysis, reasoning will be done by agents as the primary user. Our current notes tools & tasks management systems were built for humans… I don’t care what the 17th thing on my bug backlog is. I want to conduct agents that can execute for me and do great work. What I built Oz... (85 points, 50 comments).

Proliferate- open-source, self-hostable Codex for any coding agent

45 pts

Hi HN- I'm Pablo, the founder of Proliferate (YC S25)! Proliferate ( https://github.com/proliferate-ai/proliferate ) is an open-source, self-hostable AI IDE that lets you work and automate tasks with Claude Code, Codex, OpenCode, Cursor, and Grok in one place. Here's a quick 2m demo of how we use Proliferate to build Proliferate: https://www.youtube.com/watch?v=tGNX0oaWmBY I started building Proliferate after my team onboarded to OpenAI Codex. Within days, we were using it for everything: using... (45 points, 16 comments).

MCP app for Android, drive apps via AI (no root, PII redacted locally)

6 pts

Hi HN, author here. Android Remote Control MCP is an MCP server that runs directly on your Android phone (no root, no ADB, no computer in the middle) and lets an AI agent drive real apps the way a human would: it reads the screen through the accessibility tree, taps, types, scrolls, optionally also screenshots. I spent a lot of time optimizing tool usage and token consumption, and making it work not only via local harnesses but also via Claude.ai / Claude Desktop and chatgpt.com (if you have the... (6 points, 1 comments).

Caspian – Talk to Human Tool for AI Agents

6 pts

Sup HN! Dipanshu and Rushant here from Caspian. One is a functional programmer and the other has been deploying AI employees. Together we realized how agents have communication bottleneck. Given the coming agentic economy, we had a thought experiment on what can be the key infrastructure for agents as they get better. Our inspiration for solving for communications infra came from our own time spent just setting up comms while we were deploying open claw for companies plus we noticed about 15%+ o... (6 points, 0 comments).

Make your logo extra bright on HDR screens

64 pts

Certain logos started standing out to me on LinkedIn as brighter/whiter than everything else around them. I dug in and found out this is accomplished by adding a gain-map to an existing JPEG, visible only on HDR screens like a newer MacBook Pro. LinkedIn is the only social network I've found that isn't stripping them out, but of course you serve them up on your own site. I worked with Claude Code to turn it into a little browser-based utility (no registration) and hope you find it useful! (64 points, 85 comments).

A desktop fly drawn to the scent of vibecode

20 pts

It is a fork of https://github.com/DenisSergeevitch/desktop-fly , but with an important update. Now the fly can pick up the scent of the codebase with its neurons and fly straight to the source code of your B2B AI SaaS startup. It has learned to scan its surroundings for agent markers: AGENTS.md, CLAUDE.md, .cursor/rules, .kiro/steering, and forty others. Anything on the screen that points to these markers becomes a source of the scent - an editor window with an open project, a line in Finder, o... (20 points, 10 comments).

HF Spaces

Qwen-Image-Edit-2511-LoRAs-Fast

2.7K likes

Demo of the Collection of Qwen Image Edit LoRAs Qwen-Image-Edit-2511-LoRAs-Fast is a Hugging Face Space tagged with gradio, mcp-server, region:us. It has 2656 likes on Hugging Face.

Agent Memory Leaderboard

724 likes

Unified memory evaluation · Results expected August 12. Agent Memory Leaderboard · 记忆之巅 A unified, open, and reproducible evaluation platform for long-term memory systems and memory-enabled agents. Agent Memory Leaderboard (AML) compares research methods and commercial products under one evaluation contract. Candidate systems implement memory Add and Search; the official platform fixes Answer, Eval, datasets, models, configurations, result review, and publication. > First public release: The inaugural verified leaderboard is expected to be published on August 12, 2026. > 首期发布： 首期经核验榜单预计将于 2026 年 8 月 12 日发布。 Results are separated along two independent dimensions. Textual and coding tasks use...

MiniMax H3 Turbo LoRA

275 likes

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...

MiniMax Music 3 Studio

259 likes

MiniMax Music 3 Studio — diffusers demo Streams full songs from lyrics + a structured caption using the MiniMaxMusic3Pipeline diffusers port. The input surface is a single Suno-inspired custom gr.HTML composer (Simple ↔ Studio modes, section-tag chips, structured-caption fields per the official prompting guide) that drives Gradio events via trigger()/props.value; styling uses only theme CSS vars so it follows the Citrus theme natively. Weights: MiniMaxAI/MiniMax-Music3 AoTI kernels: diffusers-internal-dev/MiniMax-Music3-aoti (compiled on RTX Pro 6000, matching ZeroGPU hardware) Generation streams chunk by chunk with a configurable playback headroom. The 8B language-model stage runs eager on....

MiniMax-H3 Ultra Fast

148 likes

Ultra-fast local NVFP4 video + synchronized audio generation MiniMax-H3 Ultra Fast — local conditioner + pruned NVFP4 on Blackwell Joint video and synchronized sound from MiniMax-H3, rebuilt for a single 96 GB Blackwell ZeroGPU worker. | layer | optimization | |---|---| | Weights | 12.5 GB pruned NVFP4 transformer: 20.1B effective parameters instead of 33.1B/61.7 GiB BF16. | | Compute | Native CUDA 13 NVFP4 tensor-core GEMMs through comfy-kitchen; higher-precision norms, embeddings and output heads. | | Residency | Transformer, conditioner and both VAEs remain GPU-resident during generation—no layerwise CPU offload. | | Conditioner | Local 15.7 GB Qwen3-VL NVFP4-AWQ checkpoint containing onl...

Qwen3.8-27B Free Endpoint

85 likes

Guide to the free, rate-limited, OpenAI-compatible community endpoint for Qwen/Qwen3.8-27B (vision, tool calls, 262K context, dialable thinking), styled as a classic Mac desktop. Qwen3.8-27B Free Endpoint is a Hugging Face Space tagged with static, region:us. It has 85 likes on Hugging Face.