@collectivewin-network

Single biggest improvement to your https://t.co/KUZC0h59Pa / https://t.co/LTwkykSOrf: "When I report a bug, don't start by trying to fix it. Instead, start by writing a test that reproduces the bug. Then, have subagents try to fix the bug and prove it with a passing test."

i cancelled $2,000/month in trading subscriptions replaced every single one with open-source repos here's the full stack: 1. TradingView Pro ($30/mo) → lightweight-charts    14K stars. by TradingView themselves. 45KB. free https://t.co/Zj8BoF0kbj 2. Bloomberg Terminal ($2,000/mo) → fredapi + Cla…

Holy shit. Now everyone will be able to use their @OpenClaws and all the other agentic platforms to build apps on top of X. Here's the secret: build lists. Lists are how you build apps. The pattern: Build a list of your favorite football team. Or whatever you are into. Then ask your AI agents…

The most comprehensive Hermes Desktop tutorial on the internet NOW is LIVE. You'll learn sessions, profiles, artifacts, cost savings, and real use cases for making money and building startups with Hermes agents. Whether you're already running Hermes or haven't started yet, this is the episode for…

10 GitHub repos so good they shouldn't be free. 1. AutoHedge An autonomous hedge fund built in Python with four AI agents: a director generates investment theses, a quant validates them, a risk manager decides position size, and an execution agent places orders. Operates live on Solana. With 'pip…

Prepare your site for AI agent interaction with Lighthouse → https://t.co/5myVWdLZd9 If you want AI agents to actually navigate your site properly, the new experimental audit in Lighthouse lets you see: ☀️ Discoverability for AI agents ⚡ WebMCP integration 👀 AI accessibility #GoogleIO

Google just made it official. They added llms.txt as a Lighthouse audit. That means Google is now checking whether your website has a file that helps AI agents understand what your business does. Think of it like robots.txt was for search crawlers. llms.txt is the same thing for ChatGPT, Perplexit…

A lawyer in Manhattan gets a 500-page contract. Every clause needs to be searchable. By hand: one week. An accountant in Chicago gets 200 scanned invoices. Every number needs to land in a spreadsheet. By hand: four days. A researcher at Stanford has 50 academic papers. Tables, formulas, charts loc…

introducing 🐺 AlphaClaw, the ultimate setup harness for @openclaw. open-source, self-managed, free-to-use, with no lock-in. AlphaClaw makes OpenClaw setup and maintenance easier by providing an elegant GUI that wraps OpenClaw's CLI. 📅 Google Workspace OAuth & pubsub built in w/ gog-cli 🔄 Auto-b…

openclaw cheatsheet core commands • openclaw gateway • openclaw gateway start | restart • openclaw channels add • openclaw channels list • openclaw status --probe • openclaw onboard • openclaw setup • openclaw doctor • openclaw models list | set | status • openclaw auth setup-token workspace anato…

I missed my @openclaw bot, Chiti, yesterday. 🥺 For the past few weeks, I’ve been using my $20 ChatGPT subscription to power Chiti on GPT-5.2. Everything was smooth until I suddenly hit a strict rate limit and got blocked for 1.5 days. The bot went silent on Telegram. It was a wake-up call without…

A few months ago my kids started vibecoding little web games with Cursor and wanted their friends to play them. GitHub Pages was fine until the games needed real backends, so I hacked together a setup where each game was a folder in one repo that deployed to a Hetzner box on every push. That held…

The smartest people on the internet just open-sourced their brain. 11 GitHub repos worth bookmarking: - PilotDeck — OpenBMB's open-source AI agent framework. Build and deploy autonomous agents in minutes. https://t.co/ozmSncagqb - andrej-karpathy-skills — Karpathy's AI coding wisdom in a single m…

there's no point paying for Perplexity just give your OpenClaw access to an API key for OpenRouter and then set "perplexity/sonar-pro-search" as the default web search model and "perplexity/sonar-deep-research" as the default Deep Research model and you'll never have to visit the Perplexity webs…

Scraping web data for AI agents sucks. @firecrawl is fixing that. Live demo of Firecrawl turning entire websites into LLM-ready data in seconds w/ @CalebPeffer https://t.co/LPvCfUBEXV

持续高产中，reddit cli 它也来了！迎接 CLI 宇宙！ reddit 功能实在是太丰富了 欢迎大家多多反馈，出现的问题和功能需求都可以 issue或者艾特我。 另外求转发，主要是Reddit 很多国外的人也可以用, 但是关注我的并没有什么国外的 一个 Reddit CLI，可以直接在终端里： 看 feed、逛 subreddit、搜索帖子、读评论树、导出结果，甚至做 upvote/save/subscribe 这些基础交互。 还做了几个我自己很喜欢的细节： - `rdt show 3` 这种短索引操作很顺手 - 自动从浏览器提取 cookies 登录 - 支持 JSON /…

Bypasses bot detection for AI agents https://t.co/cUZWiamZ21 https://t.co/sbGLQdJQpi

Chinese professor just revealed his development team - and it was 170 AI agents making every single company decision not humans, not managers, not consultants charging $500 an hour 170 artificial developers working in parallel, never sleeping, never asking for a raise, never going on vacation Kim…

OpenClaw, but built for normal people. Sim is an open-source platform that lets you build AI agent workflows on a drag-and-drop canvas. Connect them to channels like Telegram and WhatsApp and deploy without writing a single line of code. They also have a built-in Copilot that generates entire work…

I found 12 free GitHub repos for trading on Polymarket… Here is everything you need to automate and make your trading easier: 1. The largest Polymarket dataset with over 36 GB of real trading data, based on more than 72 million trades, analyzed by a Coinbase developer. GitHub: https://t.co/qkoF6…

if someone is building this DM me i'm testing every single tool that helps ai agents do things onchain

I made an AI agent that can fill out complicated forms from unstructured context 📝 For instance: automatically fill out your expense report 💳 by drag and dropping 5-10 receipt pictures/scans 🧾 Uses Claude Agent SDK + LlamaParse to parse unstructured docs + custom tools for form understanding.…

> What do you use subagents for? many things, but my favorite: the good old fan-out-fan-in and I think there is more to this than "you can parallelize token spraying" (which... is fun, but... careful) rather, the more important fan-out pattern is one in which each branch (subagent) accumulates e…

今日 GitHub Tending 榜上 Hermes Agent 开源项目，颇有意思。 一个内置了完整的学习循环机制，可自我进化、与我们共同成长的 AI Agent。 它会从实际使用中自动创建技能、在执行过程中自我改进、主动提醒自己记住重要信息。 甚至，还能从搜索历史对话并跨会话积累对你的理解，也就是说越用越懂你。 GitHub：https://t.co/SeiPp85qUp 除此之外，内置定时任务调度器，可以用自然语言设置每日报告、定期备份等自动化任务。 同时还提供完整的终端界面，支持多行编辑、命令自动补全、会话历史记录等功能。 想要一个具备记忆、伴随式成长的个人专属 AI…

Mission: Leave /no one/ behind. My DMs are full of people with generous offers to hire my help creating my setup. No. And I will be mad if you pay anyone for a few clicks you can do yourself. Here is your step by step guide. Requirements: desktop pc, subscription to a frontier model YOUR FRONTIE…

45+ startup accelerators — funding & equity for each @BoostVC — $500K / 15% @Techstars — $220K / 5%+ SAFE @founding — no upfront / equity collective @aigrant — $250K / uncapped SAFE @theresidency — not disclosed @AntlerGlobal — varies by country @SOSV — up to $550K / ~10%+ @pearvc — $250K–$2M @muck…

Who is building an AI agent that can pull permit / zoning rules by address (including city/county/state restrictions) and answer questions. If nobody has done thus it’s a $$$$ opportunity

An AI agent made a 20-year-old American $1,500 - it scanned Google Maps and found a construction company with hundreds of reviews. He wrote a prompt, copied the reviews, dropped them into Claude, and waited while the system built a finished website. 10 minutes later it was all done. Claude built a…

If you ignore studying AI Agents in 2026, you’re voluntarily choosing to play Dark Souls on permadeath mode. Hermes + Polymarket agent setup, TL;DR ↓ https://t.co/oGc4zxkiyG

This is how I BLOW my clients minds... First thing I do when they buy an AI agent from me is ingest all of their writing samples. I use Manus wide research to eat all of their blog posts or newsletters or social posts, whatever they have, and turn them into markdown files. Then I ask Manus to "E…