Игорь Усиков retweeted
🕹️ 谷歌刚开源了 ARTEMIS，能让 AI 像人一样拿着一台真 Android 手机点来点去。
8 月中旬才建的仓库，GitHub 上已经 1.2 万 star，一千三百多个 fork，在 Google Research 的 AndroidWorld 基准上跑出 99% 以上的任务完成率，那套题覆盖 20 多个应用、100 多个多步骤任务。
写过 Android 自动化测试的都知道那种折磨：一个登录流程要写几十行定位代码，界面一改控件就全废，脚本比功能本身还难维护。ARTEMIS 的路子是你用自然语言说要测什么，它靠元素索引去点，认不出来就退回坐标和视觉定位，跨应用的流程也能一路走完。
它原生带一个 MCP 服务，Claude Code、Windsurf、Antigravity 这类工具可以直接驱动手机，顺手把 Logcat 和截图收回来。赶时间就用每步三到五秒的快速模式，想跑长时间稳定性测试就换成执行前先核对目标、卡住了再交回来的那一档。另外它第一次在设备上跑任务时会装一个读屏幕布局的辅助服务，只在手机本地运行、不往外发数据，失败了就退回 UIAutomator2。
手机测试这件事，终于不用全靠人肉手指了。
GitHub：github.com/google/artemis
Игорь Усиков retweeted
Hermes just picked up a full SEO department.
Claude SEO, the 15k-star toolkit, now runs natively inside Hermes.
Hermes SEO is a new plugin in the Hermes catalog with 45 SEO skills and 19 specialist roles. Point Hermes at a site and it can:
▸ Run a full audit and rank the fixes by what matters most
▸ Check crawling, indexing, speed and images
▸ Review your content against what people actually search for
▸ Write and validate schema for products, reviews and FAQs
▸ Tune product pages for shopping results
▸ Check your local and map visibility
▸ See how your site shows up in AI search
Search, AI answers, shopping and maps. One plugin covers all of it.
Игорь Усиков retweeted
今天又发现新加坡开公司的一个非常巨大的优势：可以同时做中国和海外的生意。
比如你要上架一个 App，只要里面带了付费、AI 或评论，就必须要 ICP。境外主体是无法获得 ICP 的，你需要额外在中国注册一个 WFOE（外商独资企业），手续非常繁杂，而且要花很多钱。
但是，新加坡跟中国有一个「沪新跨境数字身份认证」，你只要有一个新加坡公司，网上扫个码，两天后你的 WFOE 就办好了，不需要本人到，不需要寄信，全程线上完成，只需要支付 e-Apostille S$10.70 即可。
哦对了，新加坡开公司也全程只需要网上填写，我全程让 Claude 帮我填表，15 分钟，S$300 一个公司就创建成功了。
即使是香港公司，也没有这么快捷的双向数字认证... 新加坡真的是全世界最适合创业的国家。
Игорь Усиков retweeted
🔍 Search & Fetch APIs are now open to everyone!
Powered by our in-house search engine, serving hundreds of millions of requests daily worldwide.
💰 Each endpoint: $0.75 per 1,000 calls.
📖 Docs: api-docs.deepseek.com/guides…
📌 Search & Fetch calls via server-side tools in DeepSeek Harness, Claude Code, and Codex are currently free for DeepSeek API users. Billing starts Oct 31, 2026, at 16:00 UTC.
3/4
Игорь Усиков retweeted
Introducing Expand Fetch, a new way to scrape and crawl the web.
Your agent has never seen the web. No wonder it gets basic questions wrong.
Traditional Markdown APIs lose critical details. So we trained two System one models to change that:
Iris, a vision model that sees pages like you do, preserving tables, icons, and layouts.
X-Ray, a JSON model that uncovers the hidden data behind every page.
Every fetch also comes with a Wayback Machine. Every line links back to its source, so you can verify exactly what your agent saw.
Three products. One API.
On our benchmark of 1,094 questions across 326 challenging web pages, agents using Expand got 74% right. The next best API got 55%.
Available today at $1 per 1,000 fetches.
Try it at expand.ai
Игорь Усиков retweeted
Mobile Use + Jev for audio = ULTRAFAST⚡️
10x faster and 20x cheaper than Gemini Live.
It's our Audio Action model, Thud.
Thud listens and then does. It has a pre-built list of actions it can take on every page and listens for that action.
It's 2026. We don't need to transcribe every voice command before spoon-feeding it to the AI. The AI is smart enough to just hear audio and do! It doesn't need text.
Игорь Усиков retweeted
HERMES CAN NOW CONTROL YOUR PHONE. 🤯📱🔥
A new Phone Harness plugin gives Hermes the ability to actually operate an iPhone or Android.
We're talking real phone control:
• See what's on the screen
• Open apps and navigate menus
• Tap, swipe, scroll, and type
• Read the results and continue working
• Handle multi-step tasks inside mobile apps
And here's what makes this so interesting...
Hermes doesn't need a dedicated API integration for every app. It can interact with the same interface you use.
Supports iPhone through Mac mirroring, Android through ADB, and cloud phones.
Think about how many new workflows this opens up for Hermes.
Repo + setup in the first reply. 🔥
@phone_harness
Игорь Усиков retweeted
OpenWA is a free, open-source WhatsApp API gateway with no vendor lock-in and no hidden paywalls.
FULL CONTROL OF YOUR WHATSAPP MESSAGING STACK, SELF-HOSTED AND MIT LICENSED. WHY PAY FOR AN API YOU CAN OWN?
Github: github.com/rmyndharis/OpenWA
Игорь Усиков retweeted
Searching 32 million records in 30 milliseconds is insane!
@typesense is a crazy fast open-source search engine that supports natural language search. It's like Elasticsearch but much easier to set up, configure, and use.
You can do all of this with Typesense:
• Fuzzy search: Typo-tolerant fuzzy search-as-you-type
• Vector search: Return records that are similar to each other
• Semantic search: Return records that are conceptually related
• Geo Search: Return records that are close to a given lat/long
Typesense's Natural Language Search is pretty cool:
It turns a sentence into a structured search query, then runs it against your data. For example:
The query "Find me a BMW under $40,000, newer than 2020, with the lowest mileage first" will produce the following:
• Filters: brand = BMW, price < 40000, year > 2020
• Sort: mileage ascending
Typesense will then apply these filters and sorting rules to the data.
They offer client libraries in Python, JavaScript, PHP, Ruby, Go, Rust, Swift, .NET, Java, and pretty much any other programming language.
You can start searching in less than a minute:
1. Run their Docker image (or one of their native binaries)
2. Import your data
3. Start searching!
GitHub repository: fandf.co/4ytzmmE
I recorded a quick video to show you a demo. I promise you haven't seen anything this fast!
Thanks to the team for partnering with me on this post.
Игорь Усиков retweeted
You can now train your own Decision model like Jev locally!
We increased Qwen3.5 0.8B’s aggregate accuracy from 20.7% to 74.3% across 3 decision benchmarks - on just 4GB VRAM.
Turn any LLM like Qwen3.8, Gemma 4 into decision models with our open-source Unsloth repo.
We fine-tuned with a Clef head using Unsloth and LoRA (r=64) for one epoch, increasing downstream accuracy from 30–37% to 78%.
GitHub: github.com/unslothai/unsloth
Guide and Notebooks: unsloth.ai/docs/basics/train…
Игорь Усиков retweeted
This is the doom I predicted a few days ago, coming for Photoshop. A clean-room open-source reimplementation.
No prizes for guessing that they decompiled Photoshop to source code, processed that to some kind of non-code specification language, then fed the spec to an LLM with an instruction to generate Rust.
Adobe just got nuked. And closed source is dead, dead, dead.
github.com/storytold/photocr…
Игорь Усиков retweeted
On our quest to take down Semrush, we’re open sourcing AI Visibility.
Getting mentioned by AI shouldn’t require another subscription.
All of OpenSEO’s features for SEO/GEO are available for $10/month.
I linked a demo video in the comments. Hope you try it out!
Игорь Усиков retweeted
oh.. did i mention that it's completely free?
Игорь Усиков retweeted
Training your own model shouldn't take a research team.
🍺 Today we're releasing Homebrew, an open agent that brews AI models with you. Tell it what you want and it handles the rest: picking a base model, preparing data, safe parameters and training.
github.com/empero-org/homebr…
Игорь Усиков retweeted
Web Search API is now in beta. Ground your AI responses in live web data with zero data retention through AI Gateway.
developers.cloudflare.com/ch…
Игорь Усиков retweeted
Thanks for sharing! We open-sourced code and models.
🤗Huggingface Paper: huggingface.co/papers/2609.3…
💻 Code: github.com/nv-tlabs/PixelUMM
🤗 Model: huggingface.co/nvidia/PixelU…
NVIDIA researchers just released PixelUMM, a unified multimodal model that fundamentally changes how models process visual data.
Groundbreaking highlights:
Entirely removes VAEs and ViTs from the architecture
Operates directly in raw pixel space for both image and video tasks
Handles both visual understanding and generation within a single encoder-free model
Игорь Усиков retweeted
finally made it open-source!
enjoy 😉
github.com/kargulstudio/sale…
built the full CRM dashboard in Next.js in around 2 days 😍
with the help of Claude Fable 5.1 with two of the best skills:
skills.sh/jakubkrehel/skills…
skills.sh/emilkowalski/skill…
see it live: sales-crm-kargulstudio.verce…
Игорь Усиков retweeted
Trending repository of the day 📈
Agent-Reach
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
Last 24h: 1,683 ⭐
Total: 89,354 ⭐️
github.com/Panniantong/Agent…
