{"venture":"velab-org","count":30,"signals":[{"tweet_id":"2066124279448559907","author":"paulg","author_name":"Paul Graham","text":"How to Earn a Billion Dollars: https://t.co/WeWBUkKym6","created_at":"Sun Jun 14 11:43:09 +0000 2026","like_count":11854,"retweet_count":1489,"reply_count":586,"resolved_url":"https://paulgraham.com/earn.html","resolved_type":"external","venture_tags":["velab-org","myblackbean-com"],"editorial_note":"Business model insight for velab org.","signal_type":"business","month_tag":"2026-06","ingested_at":"2026-07-01T01:51:46.994Z"},{"tweet_id":"2054392820765802515","author":"double30m","author_name":"HARETSU","text":"電子音楽つくってる人には特におすすめ\nおそらく体験していて、言語化されていなかった事がちゃんと説明されてるし、サイトもあるhttps://t.co/d1FLDT5Oka https://t.co/SgDVVtZEwM","created_at":"Wed May 13 02:46:31 +0000 2026","like_count":5123,"retweet_count":596,"reply_count":3,"resolved_url":"https://illusion-forum.ilab.ntt.co.jp/","resolved_type":"external","venture_tags":["velab-org"],"editorial_note":"Intelligence signal for VE Lab portfolio.","signal_type":"general","month_tag":"2026-05","ingested_at":"2026-07-01T04:05:14.960Z"},{"tweet_id":"2064260962711138797","author":"itsharmanjot","author_name":"Harman","text":"firewalls can't stop this.\n\nA developer just open sourced a tunnel that smuggles your entire internet through port 53 the port every router on earth is forced to leave open.\n\nIt's called MasterDnsVPN. It hides your traffic inside DNS queries, the one type of packet no network can block without breaking itself.\n\nEvery firewall on earth has to allow DNS. Schools, airports, hotels, hotel WiFi, entire countries running ISP-level censorship all of them keep port 53 open or nothing on the network resolves. This repo turns that loophole into a full encrypted tunnel.\n\nHere's what makes it different from every other DNS tunnel that came before:\n\n→ Custom ARQ layer gives you TCP-level reliability over UDP DNS, so nothing drops even on garbage networks\n→ Sends every packet through up to 12 different resolver paths at the same time, if 11 fail the packet still arrives\n→ Auto probes the maximum DNS payload your path can handle, then locks in the fastest MTU possible\n→ AES-256-GCM, ChaCha20, AES-128, AES-192 all built in, pick your encryption\n→ SOCKS5 proxy on 127.0.0.1:1080 point any browser or app at it and you're through\n\nKilled: $12/mo Mullvad, $10/mo NordVPN, $15/mo Astrill, every commercial DNS tunnel charging monthly fees for the exact same idea.\n\nPre-built binaries for Windows, Linux AMD64, Linux ARM64, macOS ARM64. No Python install needed. Configure two DNS records, drop in the encryption key, run the executable.\n\nWorks in environments where every other VPN protocol is dead on arrival.\n\nMIT License. 100% Opensource.","created_at":"Tue Jun 09 08:19:00 +0000 2026","like_count":3945,"retweet_count":642,"reply_count":142,"resolved_url":null,"resolved_type":null,"venture_tags":["velab-org"],"editorial_note":"Tool relevant to velab org: could inform product or stack decisions.","signal_type":"tool","month_tag":"2026-06","ingested_at":"2026-07-01T01:51:47.617Z"},{"tweet_id":"2019488837160845410","author":"SahilBloom","author_name":"Sahil Bloom","text":"There's an opportunity right now to build a $100k per month side hustle as an AI Concierge.\n\nAnd you don't even have to be *that* technical to do it. Just high agency.\n\nThere are probably millions of people out there who see all of the latest AI innovations like Claude Cowork, want to take advantage of them, but have no idea how to actually do that.\n\nI know, because I'm one of those people...\n\nI had dinner last night with the CEO of a multi-billion dollar tech startup. He was telling me about the full digital assistant/employee he just hacked together over the weekend. All of the things it's doing, how it's been an unlock for his workflows and life.\n\nI told him I'd gladly pay him $5000 to come to my house and spend the day building me one using the same approach.\n\nHe laughed that he'd happily do that (though obviously won't given his day job).\n\nThere's a real, high cash flow opportunity for a hustler to launch a services business as an AI Concierge for the tech curious.\n\nIdeally they would physically show up and build out a tool (or suite) to help an individual leverage the latest for their business and life.\n\nI bet you could charge $5-10k for the initial upfront work and then some low ongoing service fee to keep the thing up to date (if the person wants that and needs help with it).\n\n5-10 clients per month and you have a meaningful cash flow engine.\n\nAll comes down to the quality of what you deliver long term, but my guess is people would see a Month 1 positive ROI on the investment and referrals to their friends would drive the entire business.\n\nJust a thought...","created_at":"Thu Feb 05 19:10:33 +0000 2026","like_count":3744,"retweet_count":186,"reply_count":362,"resolved_url":null,"resolved_type":null,"venture_tags":["velab-org","onesqft-org","groww-ca"],"editorial_note":"Tool relevant to velab org.","signal_type":"tool","month_tag":"2026-02","ingested_at":"2026-07-01T04:05:09.308Z"},{"tweet_id":"2007842172666560983","author":"BenjaminDEKR","author_name":"Benjamin De Kraker","text":"I built an AI Factory that uses Claude Code agents to build apps while I sleep.\n\nThis is an automated \"assembly line\" pipeline, all run by Claude Opus 4.5. Projects move through a Kanban-like system from Idea to Research, Architecture, Coding and Testing.\n\nFactory workers start with market research, searching the web and social media. Then they validate everything, checking app stores for competition and securing a domain name. (All automated by APIs and MCPs)\n\nThey automatically create several rounds of app UI revisions. When I wake up, there are projects waiting for me to review: approve this design, give feedback, send that one back for improvement.\n\nProjects are actively coded and tested by the agents, while the entire process is tracked and logged (with \"worker documents\" that travel each step of the way, like a real factory.)","created_at":"Sun Jan 04 15:50:52 +0000 2026","like_count":3694,"retweet_count":248,"reply_count":335,"resolved_url":null,"resolved_type":null,"venture_tags":["velab-org","velab-stack"],"editorial_note":"Tool relevant to velab org.","signal_type":"tool","month_tag":"2026-01","ingested_at":"2026-07-01T04:05:07.646Z"},{"tweet_id":"2065451922283282477","author":"midudev","author_name":"Miguel Ángel Durán","text":"Apple ha sacado su propio “Docker” nativo y oficial.\n\nPermite ejecutar contenedores Linux en máquinas virtuales ligeras en macOS.\n\n✓ Compatible con imágenes OCI de Docker Hub\n✓ Optimizado para Apple Silicon\n✓ Escrito en Swift\n\n→ https://t.co/aMpuOfDQgN https://t.co/gRt0kq5mrm","created_at":"Fri Jun 12 15:11:27 +0000 2026","like_count":3283,"retweet_count":320,"reply_count":42,"resolved_url":"https://github.com/apple/container","resolved_type":"github","venture_tags":["velab-org"],"editorial_note":"General intelligence signal for the VE Lab portfolio.","signal_type":"general","month_tag":"2026-06","ingested_at":"2026-07-01T01:51:47.358Z"},{"tweet_id":"2063316738935009425","author":"gregisenberg","author_name":"GREG ISENBERG","text":"The most comprehensive Hermes Desktop tutorial on the internet NOW is LIVE.\n\nYou'll learn sessions, profiles, artifacts, cost savings, and real use cases for making money and building startups with Hermes agents.\n\nWhether you're already running Hermes or haven't started yet, this is the episode for you.\n\n@AlexFinn says this is the moment Hermes overtakes OpenClaw. S/o to Alex for walking me through it.\n\n\"It's now the best way to use AI agents on your computer\"\n\nI do think the desktop app of Hermes looks almost like an Apple product.\n\nEverything you need to know about Hermes Desktop App/agents in 43 minutes\n\nThis episode is 100% free.  No ads. @startupideaspod \n\nI just want to see you win on the internet. And I think Hermes can help.\n\nPlus, It's fun thing to play with this weekend. Share this with a friend. Link below.\n\nYT: https://t.co/O4Ih4K87SQ\n\nWatch","created_at":"Sat Jun 06 17:46:59 +0000 2026","like_count":2939,"retweet_count":285,"reply_count":145,"resolved_url":"https://www.youtube.com/watch?v=EJm8Ka-gVOc","resolved_type":"youtube","venture_tags":["velab-org","onesqft-org","collectivewin-network","groww-ca"],"editorial_note":"Educational resource for velab org team and stakeholders.","signal_type":"education","month_tag":"2026-06","ingested_at":"2026-07-01T01:51:48.174Z"},{"tweet_id":"2061108656754851868","author":"itsharmanjot","author_name":"Harman","text":"10 GitHub repos so good they shouldn't be free.\n\n1. AutoHedge\n\nAn 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 install -U autohedge', you can start trading immediately.\nrepo → https://t.co/q22EzesLoD\n\n2. Vibe-Trading\n\nA trading system using a Directed Acyclic Graph (DAG) model, featuring 64 finance skills and 29 preset specialist agent swarms. Includes analysis methods like Ichimoku, Elliott Wave, SMC, Black-Scholes, full Greeks, and risk parity. Its crypto desk provides liquidation heatmaps and token unlock tracking. You can observe agents debating strategies in real time.\nrepo → https://t.co/LZ5CYGMC1W\n\n3. Fincept Terminal\n\nA Bloomberg Terminal replacement that runs on your laptop. CFA levels 1, 2, and 3 analytics. 20+ investor AI agents (Buffett, Dalio, Soros). 100+ data connectors, including Polygon, World Bank, and IMF. Bloomberg charges $24,000 a year. This is free.\nrepo → https://t.co/dMM1WZxrw9\n\n4. LibreChat\n\nEvery model ChatGPT runs, plus Claude, Gemini, DeepSeek, and 20 more. Self-hosted. Native MCP support. You own the data, the history, the infrastructure. OpenAI charges $20/month to use their wrapper. This costs nothing to use your own.\nrepo → https://t.co/457utdZUIF\n\n5. Open Higgsfield AI\n\nA self-hosted cinema studio with 200+ AI models. Flux, Midjourney, Sora, Kling, Veo, GPT-4o, SDXL all in one interface. Text to image. Image to video. Cinema mode with pro camera controls. No subscription. Your data stays local.\nrepo → https://t.co/WHCzBSFBW4\n\n6. Open-LLM-VTuber\n\nA Live2D AI companion that runs offline, sees your screen, hears your voice, and never forgets. Inner thoughts are shown as a separate text layer, so you watch the reasoning happen before words come out. Pet mode floats it on your desktop. Swap the LLM in one config line.\nrepo → https://t.co/5XVKUPr35X\n\n7. Claude Ads\n\nA free Claude Code skill that runs 190 audit checks across Google, Meta, YouTube, LinkedIn, TikTok, and Microsoft Ads. 6 parallel subagents firing at once. Consolidates into a single Ads Health Score ranked by revenue impact. Agencies charge $4,000 a month for this.\nrepo → https://t.co/AJRfpSB7B6\n\n8. Agentic Inbox\n\nCloudflare just open-sourced an email client where an AI agent reads your inbox and drafts your replies. Runs entirely on Cloudflare Workers. Each mailbox lives in its own Durable Object. Your email never leaves your Cloudflare account. One click deploys it.\nrepo → https://t.co/QEEMtzoliV\n\n9. Camofox Browser\n\nAn open source headless browser that makes AI agents invisible to bot detection. Spoofs navigator properties, WebGL, AudioContext, and WebRTC at the C++ level. The browser does not look modified because it genuinely is not. Accessibility tree output drops token cost by 90%.\nrepo → https://t.co/95d0V3o7vO\n\n10. Hyperframes\n\nHeyGen open-sourced a video framework that does everything Remotion does without React, without JSX, without teaching your AI agent a new format. The agent writes HTML. The framework renders MP4. GSAP, Lottie, and Three.js all work. Same HTML always produces the same file.\nrepo → https://t.co/ekquvYvTNC\n\nThese are not toys. Each one replaces a paid product you're still being charged for.\n\nPick one. Install it. Plug it into your workflow.\n\n100% free. 100% open source.","created_at":"Sun May 31 15:32:51 +0000 2026","like_count":2653,"retweet_count":434,"reply_count":47,"resolved_url":"https://github.com/The-Swarm-Corporation/AutoHedge","resolved_type":"github","venture_tags":["miny-network","freeintelligence-ai","goodalgo-network","velab-org","collectivewin-network","velab-stack"],"editorial_note":"Tool relevant to miny network.","signal_type":"tool","month_tag":"2026-05","ingested_at":"2026-07-01T04:05:08.203Z"},{"tweet_id":"2060174668850491416","author":"SocraticScribe","author_name":"Bluntly Put Philosopher (BPP)","text":"A drone flying with no battery tether sounds impossible until you see it. GuRu wirelessly transmitted power through the air to directly run an untethered drone from 30 feet away and has kept one flying for 96 hours straight. Power beaming is moving out of science fiction fast. https://t.co/cS4HRrdK03","created_at":"Fri May 29 01:41:31 +0000 2026","like_count":2564,"retweet_count":481,"reply_count":62,"resolved_url":"https://twitter.com/SocraticScribe/status/2060174668850491416/video/1","resolved_type":"media","venture_tags":["velab-org"],"editorial_note":"Intelligence signal for VE Lab portfolio.","signal_type":"general","month_tag":"2026-05","ingested_at":"2026-07-01T04:05:03.369Z"},{"tweet_id":"2071238084922917082","author":"ibocodes","author_name":"ibo","text":"my entire 2026 stack runs on cloudflare and I pay $5/month for it\n\n- workers (compute)\n- d1 (sql db) + better auth\n- kv (cache)\n- r2 (object storage)\n- queues (background jobs)\n- hyperdrive (db acceleration)\n- email routing (sending)\n- + waf &amp; ddos built-in https://t.co/6fiLpJ3XMu","created_at":"Sun Jun 28 14:23:35 +0000 2026","like_count":2432,"retweet_count":136,"reply_count":131,"resolved_url":"https://twitter.com/ibocodes/status/2071238084922917082/photo/1","resolved_type":"media","venture_tags":["velab-org"],"editorial_note":"Tool relevant to velab org: could inform product or stack decisions.","signal_type":"tool","month_tag":"2026-06","ingested_at":"2026-07-01T01:51:45.524Z"},{"tweet_id":"2061870611115188297","author":"Fluyeporlaweb","author_name":"PA13L0","text":"10 repositorios de GitHub tan buenos que no deberían ser gratuitos.\n\n1. TradingAgents\n\nUn equipo completo de analistas de IA que debate estrategias y ejecuta operaciones en mercados reales. 4 analistas en paralelo: fundamentales, sentimiento, noticias y técnico. Luego un gestor de riesgos y un agente ejecutor. Como tener un equipo de Wall Street que trabaja 24 horas en tu ordenador.\nrepo - https://t.co/meb8dlqGwB\n\n2. LibreChat\n\nChatGPT, Claude, Gemini, DeepSeek y 20 modelos más en una sola interfaz. Autoalojado. Soporte nativo para MCP. Tu historial, tu infraestructura, tus datos. OpenAI cobra $20 al mes por su interfaz. Aquí usas tus propias claves y no pagas nada de más.\nrepo - https://t.co/Uj9Cy3Lbc9\n\n3. HyperFrames\n\nHeyGen abrió el código de su motor de video interno. Escribes HTML. El agente renderiza MP4. Sin React, sin JSX, sin formatos propietarios. GSAP, Lottie y Three.js funcionan de serie. El mismo HTML siempre produce el mismo archivo. Usado en producción por HeyGen, tldraw y TanStack.\nrepo - https://t.co/EeLlpqK5L2\n\n4. Fincept Terminal\n\nUna terminal Bloomberg que corre en tu laptop. Análisis nivel CFA 1, 2 y 3. Más de 20 agentes de IA inversores que razonan como Buffett, Dalio y Soros. Más de 100 conectores de datos. Bloomberg cobra $24.000 al año. Esto no cuesta nada.\nrepo - https://t.co/qCQkBgEzLS\n\n5. MoneyPrinterTurbo\n\nMetes una palabra clave. Salen el guion, las imágenes, los subtítulos, la música y el video final en alta calidad. Horizontal o vertical. Sin editar nada a mano. Lo que hacen los creadores de contenido que no quieren que sepas que usan IA.\nrepo - https://t.co/RtCmSYCQQw\n\n6. Agentic Inbox\n\nCloudflare acaba de abrir el código de un cliente de email donde un agente de IA lee tu bandeja de entrada y redacta las respuestas. 100% en Cloudflare Workers. Tu email no sale de tu cuenta. Sin servidores externos. Sin suscripción.\nrepo - https://t.co/mGsN8spCOX\n\n7. VoxCPM2\n\nClonas cualquier voz con 3 segundos de audio. 30 idiomas. Calidad estudio de 48kHz. Diseñas voces desde texto: \"voz masculina grave de locutor de radio\". Sin API de pago. Sin que tus muestras de voz salgan de tu máquina. ElevenLabs cobra $22 al mes.\nrepo - https://t.co/ctUrA0d1K9\n\n8. Flowsint\n\nIntroduces un dominio. La herramienta despliega un grafo con todas las IPs, subdominios, emails, wallets cripto y perfiles sociales conectados. Todo almacenado en local. Sin que nadie sepa lo que estás investigando. Para OSINT, due diligence y análisis de competencia.\nrepo - https://t.co/GTrSEJqSsT\n\n9. addyosmani/agent-skills\n\nEl ingeniero de Google que lleva 15 años enseñando rendimiento web a toda la industria publicó sus skills para Claude Code. 23 flujos de trabajo reales probados en producción. API design, code review, debugging, CI/CD y frontend. Instalación con un comando.\nrepo - https://t.co/ByOJtJlQX3\n\n10. Nango\n\nLa capa de integraciones que las empresas pagan $50k al año por alquilar. 700 APIs listas: Salesforce, HubSpot, Slack, Gmail, Stripe, Jira y más. OAuth gestionado. Tu agente de IA genera el código de integración desde un prompt. Usado en producción por Replit, Ramp y Mercor.\nrepo - https://t.co/i5XmU3GzJK\n\nEstos no son juguetes. Cada uno reemplaza un producto de pago por el que todavía te están cobrando.\n\nElige uno. Instálalo. Conéctalo a tu flujo de trabajo.\n\n100% gratis. 100% open source.","created_at":"Tue Jun 02 18:00:36 +0000 2026","like_count":2334,"retweet_count":496,"reply_count":21,"resolved_url":"https://github.com/TauricResearch/TradingAgents","resolved_type":"github","venture_tags":["miny-network","freeintelligence-ai","goodalgo-network","velab-org","velab-stack"],"editorial_note":"Tool relevant to miny network: could inform product or stack decisions.","signal_type":"tool","month_tag":"2026-06","ingested_at":"2026-07-01T01:51:49.032Z"},{"tweet_id":"2042285416624128456","author":"leftcurvedev_","author_name":"left curve dev","text":"As someone who scraped for a living for years, anyone recommending lightpanda to do it shows that they don’t have any experience regarding the subject.\n\nOnly one thing to understand:\nTLS Fingerprinting\n\nYou can have the fastest headless setup, puppeteer, lightpanda,… one wrong ClientHello and Cloudflare/Akamai lights you up instantly. CAPTCHA city.\nLightpanda/Zig stuff is fun for tiny sites but gets cooked the second real anti-bot shows up. Cloudflare? Protects 20%+ of all websites on the internet\n\nWhat is a ClientHello?\nIt’s the very first message your browser (or bot) sends during the TLS handshake. It openly announces your TLS version, the list of supported cipher suites, elliptic curves, extensions order, GREASE values, and other data. Anti-bot systems like Cloudflare and Akamai read this instantly and turn it into a fingerprint. If it doesn’t match a real browser’s exact signature… you’re flagged as a bot right away.\n\nThe key here is simple: real TLS fingerprint spoofing requires low-level control. You can’t do it properly in JS or Python. You need languages like C++ or Rust to actually rewrite the ClientHello, cipher suites, extensions, and all the tiny details that Cloudflare and Akamai check instantly. Anything higher-level just leaves obvious artifacts that scream ‘bot’\n\nWhat I recommend: Camofox\nAn actual Firefox fork with proper C++ fingerprint spoofing, native TLS behavior, proxy/geo baked in,  built so your agents don’t die on protected pages.\n\nTop-tier protections might flag it following interaction speed on the pages, ip addresses and other factors but there’s NO match between lightpanda and this\n\n\"Camofox patches Firefox at the C++ implementation level - navigator.hardwareConcurrency, WebGL renderers, AudioContext, screen geometry, WebRTC are all spoofed\"\nBasically, everything is spoofed BEFORE the JS on the page can even see the values. Which is not possible with python/js libraries.\n\nOn another note, I talked about it to @Teknium on @NousResearch discord and literally 2 hours later it was implemented in Hermes Agent, it just shows that they take feedback very seriously and want to give the smoothest agent experience they can\n\nLevel-up your setup right now\n\nhttps://t.co/f2PSLfud9A","created_at":"Thu Apr 09 16:56:01 +0000 2026","like_count":2312,"retweet_count":163,"reply_count":54,"resolved_url":"https://github.com/jo-inc/camofox-browser","resolved_type":"github","venture_tags":["chipmonk-tech","velab-org"],"editorial_note":"Tool relevant to chipmonk tech.","signal_type":"tool","month_tag":"2026-04","ingested_at":"2026-07-01T04:05:08.698Z"},{"tweet_id":"2059665050772951350","author":"aisearchio","author_name":"⚡AI Search⚡","text":"NVIDIA's LocateAnything is a new vision model for grounding and detection. Very performant and accurate!\n\n&gt; 10x faster than Qwen3-VL\n&gt; 138M queries + 785M boxes\n&gt; GUI, OCR, docs, dense detection\n&gt; Free &amp; open source\n\nhttps://t.co/UvkH8l0QRb https://t.co/wr4lRwZ6lO","created_at":"Wed May 27 15:56:29 +0000 2026","like_count":2270,"retweet_count":253,"reply_count":33,"resolved_url":"https://research.nvidia.com/labs/lpr/locate-anything","resolved_type":"external","venture_tags":["chipmonk-tech","velab-org"],"editorial_note":"Tool relevant to chipmonk tech.","signal_type":"tool","month_tag":"2026-05","ingested_at":"2026-07-01T04:05:15.525Z"},{"tweet_id":"2069773963413340297","author":"heynavtoor","author_name":"Nav Toor","text":"A lawyer in Manhattan gets a 500-page contract. Every clause needs to be searchable. By hand: one week.\n\nAn accountant in Chicago gets 200 scanned invoices. Every number needs to land in a spreadsheet. By hand: four days.\n\nA researcher at Stanford has 50 academic papers. Tables, formulas, charts locked inside PDFs. By hand: two weeks.\n\nEvery one of them is losing days of their life to copy-paste.\n\nNow meet MinerU.\n\nA free and open source tool that reads any PDF, Word doc, PowerPoint, Excel sheet, or scanned image. It pulls out the text in reading order. Tables become clean HTML. Equations become LaTeX. Handwriting handled. 109 languages.\n\nYou give it a 200-page PDF. You get clean Markdown back in 90 seconds.\n\nWhat makes it different from every other PDF tool:\n\n- Multi-column layouts. It reads top to bottom within each column. Not left to right across the page. Like a human reads.\n- Scanned documents. OCR built in. Point it at a photo of a printed page from 1995. Get clean text back.\n- Math formulas. LaTeX-quality recognition. Every equation renders correctly.\n- Tables. Merged cells, multi-row headers, tables that span three pages. All preserved.\n- Ten-thousand-page documents. Sliding window processing. No manual splitting.\n- Batch mode. Point it at a folder of 500 documents. Walk away.\n\nThree ways to use it:\n\n- CLI. One command per document.\n- Python SDK. Five lines of code.\n- Web app at https://t.co/AIC2NNey41. Upload, click, download. No install.\n\nPlugs into Claude Desktop, Cursor, Windsurf, LangChain, LlamaIndex, RAGFlow, Dify, and FastGPT. Feed extracted documents straight to your AI agent.\n\nThe story:\n\nThe OpenDataLab team at Shanghai AI Laboratory needed to extract clean text from millions of scientific documents to train a language model. Existing tools failed. They built their own. Then they open sourced it.\n\n68,551 stars. MinerU Open Source License, built on Apache 2.0. Free for personal and commercial use. Three technical reports on arXiv.\n\nAdobe Acrobat Pro charges $239.88 a year. It still loses your tables.\nABBYY FineReader Corporate charges $165 a year. It still cannot do equations.\nMistral OCR charges $2 per 1,000 pages. Your bill never stops.\n\nMinerU costs $0. Runs on your laptop. Your documents never leave your machine.\n\nHere is the wild part.\n\nThe lawyer got her contract back in 4 minutes. Every clause searchable.\nThe accountant fed 200 invoices in. Every number landed in a spreadsheet in 12 minutes.\nThe researcher fed his 50 papers in. He wrote his literature review on a Sunday afternoon.\n\nThe document your company has been processing by hand for years takes MinerU minutes.\n\nYour documents become text. Your text becomes data. Your data becomes answers.\n\nThe week you used to lose to paperwork is back in your hands.","created_at":"Wed Jun 24 13:25:42 +0000 2026","like_count":2075,"retweet_count":335,"reply_count":41,"resolved_url":"https://mineru.net/","resolved_type":"external","venture_tags":["freeintelligence-ai","velab-org","aiblueprints-tech","instasoiree-com","collectivewin-network"],"editorial_note":"Tool relevant to freeintelligence ai: could inform product or stack decisions.","signal_type":"tool","month_tag":"2026-06","ingested_at":"2026-07-01T01:51:45.927Z"},{"tweet_id":"2011494188152733971","author":"AndrewYNg","author_name":"Andrew Ng","text":"New course: Document AI: From OCR to Agentic Doc Extraction, built with @LandingAI, where I'm executive chairman, and taught by David Park and Andrea Kropp.\n\nMuch of the world's data is locked in PDFs, JPEGs, and other documents. This short course shows you how to build agentic workflows that process documents accurately: breaking them into parts, examining each piece carefully, and extracting information through multiple iterations.\n\nTraditional Optical Character Recognition (OCR) captures text but loses context from table headers, chart captions, or reading order of columns. After exploring OCR's limitations, you’ll use LandingAI's Agentic Document Extraction (ADE) framework to process documents. ADE treats pages as visually -- as images -- to parse information and extract fields.\n\nSkills you'll gain:\n- Build agents to convert unstructured files into structured Markdown/HTML and JSON\n- Use ADE to parse complex data like forms, handwriting, or equations\n- Map extracted information to named fields using a specified schema, with bounding boxes for grounding and validation\n- Deploy RAG applications with event-driven document processing\n\nCome learn about the best tools for processing documents like financial invoices, medical records, or academic papers intelligently: \nhttps://t.co/PYjgnoaD2K","created_at":"Wed Jan 14 17:42:40 +0000 2026","like_count":2062,"retweet_count":296,"reply_count":70,"resolved_url":"https://www.deeplearning.ai/short-courses/document-ai-from-ocr-to-agentic-doc-extraction","resolved_type":"external","venture_tags":["eventbuoy-com","fishboneny-com","velab-org","instasoiree-com"],"editorial_note":"Tool relevant to eventbuoy com.","signal_type":"tool","month_tag":"2026-01","ingested_at":"2026-07-01T04:05:13.696Z"},{"tweet_id":"2067802731960520909","author":"FardeemM","author_name":"Fardeem","text":"If you're on your way to building a billion dollar company that involves a web app, here are some of my notes on architecting the frontend.\n\nif you don't do this, it's probably fine but one day you'll hire someone to fix it but truly that person could be doing some other higher value thing if you make some key optimizations on day 1\n\nyou don't even have to learn anything you're gonna tell your agents to do it anyways!\n\nokay here it goes:\n- Make your server code generate a openapi spec which then generates all the relevant client side code. Never do this by hand. Typing backend types instead of generating them should be banned\n\n- You need to make a decision on how the client talks to the backend. rest/graphql works in which case please just use tanstack query. other libraries will look similar but tanstack query truly is goated. \n\n- if you want linear style sync setups or offline mode, think about this HARD and architect it from day 1. Bolting this on later is so tedious. \n\n- People like using plain react router but things have gotten a lot better since then. Try their new framework mode or just even use tanstack router. Use route data loaders. \n\n- If you store a lot of state in query params, make that a first class citizen and make sure its type safe. use nuqs or tanstack query.\n\n- Most apps just need a single state management situation for server state and thats it. If you have other bespoke needs, i have quite like zustand and xstate/store. \n\n- If you have a super interactive app where things come in and out of view, theres a lot of frontend state to maintain, music is playing and what not, lock in and learn xstate. Trust me if you wanna keep ur sanity, you need to model ur frontend as a state machine otherwise you're gonna be deep in useEffect hell\n\n- React compiler is here my friends, the days of useMemo and useCallback are gone. Update your priors accordingly\n\n- Tailwind is easy and fun but makes it really hard to maintain a large app with consistent styling. You need a \"agent-first design system/component library\" but maybe this is a rant for another day\n\n- Don't be afraid to hack your routing library to fit your needs more closely. A lot of apps have \"drawers\" to show additional info. You should 100% be able to say \"here's a route, make it a drawer\" and everything should be handled from there.\n\n- Managing loading and error states using isPending and isError is madness. Lean into Suspense and ErrorBoundary.\n\n- Figuring out a blessed path for websockets and SSE on day 1 i think will pay dividends in the long term if you're building anything AI related.\n\n- If you're building a SPA, don't use next.js. it literally makes no sense. Why would you do this.\n\n- Definitely deploy on Cloudflare or vercel. There are other services but trust, there have weird missing features.\n\n- Assuming you build something people want, the next job is to build the factory so it can efficiently build the thing. Act accordingly.","created_at":"Fri Jun 19 02:52:43 +0000 2026","like_count":1883,"retweet_count":115,"reply_count":74,"resolved_url":null,"resolved_type":null,"venture_tags":["subwaymusician-xyz","velab-org","onesqft-org"],"editorial_note":"Tool relevant to subwaymusician xyz: could inform product or stack decisions.","signal_type":"tool","month_tag":"2026-06","ingested_at":"2026-07-01T01:51:46.276Z"},{"tweet_id":"2008221980412043516","author":"StartupArchive_","author_name":"Startup Archive","text":"Naval Ravikant: “The future will be almost all startups”\n\n“I firmly believe that the efficient size of a company is shrinking very rapidly, and so the future will be almost all startups.”\n\nIn the clip below from a 2012 interview, Naval speculates that information technology will reverse the centralizing force of economies of scale following the Industrial Revolution.\n\n“I think the contract work trend is going to increase, and I think the size of your average company is going to decrease. I think we’re going to see more and more billion dollar businesses built by four or five people, and it’ll stay at that.”\n\nHe doesn’t think we’ll see many more companies like Facebook or Google with tens of thousands of employees:\n\n“I think any entrepreneur worth their salt could today build Facebook with a few hundred people… Facebook and Google are in the situation that large companies end up in where the founders know that 80% of the people are not really needed, they just don’t know which 80%.”","created_at":"Mon Jan 05 17:00:05 +0000 2026","like_count":1881,"retweet_count":238,"reply_count":94,"resolved_url":null,"resolved_type":null,"venture_tags":["velab-org","groww-ca"],"editorial_note":"Tool relevant to velab org.","signal_type":"tool","month_tag":"2026-01","ingested_at":"2026-07-01T04:05:04.298Z"},{"tweet_id":"2069858097930121319","author":"NVIDIAAI","author_name":"NVIDIA AI","text":"NVIDIA Metropolis Blueprint for video search and summarization (VSS) 3 is here.\n\nNow your coding agent can analyze massive live streams and libraries of videos with a simple natural language prompt. Here's what's new:\n\n- 16 new agent skills: Search, summarize, alert, report, review clips. All from natural language prompts.\n- One unified open source repo: Source code, Docker and Helm deployment profiles for fast, easy deployment.\n- Multi-video reports and Nemotron 3 Nano Omni: Insights across video and audio at scale.\n- 3D multi-camera tracking: Production ready + #1 SOTA for smarter scene understanding.\n\nTry VSS skills 👉 https://t.co/XvKJ0Kb8VV","created_at":"Wed Jun 24 19:00:01 +0000 2026","like_count":1366,"retweet_count":177,"reply_count":28,"resolved_url":"https://nvda.ws/4g0DTY1","resolved_type":"external","venture_tags":["chipmonk-tech","velab-org"],"editorial_note":"Tool relevant to chipmonk tech: could inform product or stack decisions.","signal_type":"tool","month_tag":"2026-06","ingested_at":"2026-07-01T01:51:45.873Z"},{"tweet_id":"2067270246256521299","author":"dvassallo","author_name":"Daniel Vassallo","text":"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.\n  \nThat held up until we shipped FULL SEND for Vibe Jam 2026 and it took off with 38,000+ players. The duct tape needed to become something real, so I rebuilt it properly and pulled it out into its own project.\n\nIt turns one Linux server into a push-to-deploy host for many apps. The whole thing is a single Go binary that installs and drives Docker, Kamal, Cloudflare, Tailscale, and GitHub for you. After that:\n\n- Each app is a GitHub repo.\n- A git push is live in <5 seconds.\n- Deploys are zero-downtime.\n- Each app runs in its own container.\n- Automatic Cloudflare DNS and TLS tunnels.\n- SQLite-aware backup and restore.\n\nIt's deliberately single server using convention over configuration, so for a typical app there's no YAML or Dockerfile to write. The idea is that one decent VPS can reliably run all your projects without per-app bills or piles of infra config.\n\nIt's built on top of Kamal, so it's basically a Kamal wrapper for the \"lots of apps on one server\" case, with the Cloudflare, Tailscale, DNS, and backup glue wired up by convention.\n\nSetup is one interactive command on a fresh Linux box, which walks you through connecting everything.\n\nIf you also have a bunch of projects you want to run on a single server, tell your Claude Code, Codex, Cursor, or favorite AI agent to grab a VPS and try it for you. It's fully open source and you can customize it to your liking: https://t.co/ZvHZp55zso","created_at":"Wed Jun 17 15:36:49 +0000 2026","like_count":1077,"retweet_count":49,"reply_count":80,"resolved_url":"https://singleserver.com/","resolved_type":"external","venture_tags":["anygame-dev","velab-org","collectivewin-network","velab-stack"],"editorial_note":"Tool relevant to anygame dev: could inform product or stack decisions.","signal_type":"tool","month_tag":"2026-06","ingested_at":"2026-07-01T01:51:46.771Z"},{"tweet_id":"2015551967297221071","author":"fmdz387","author_name":"fmdz","text":"safe and easy setup is Cloudflare Tunnel + Zero-Trust login or Nginx + HTTPS + password, so Clawd is never reachable without auth","created_at":"Sun Jan 25 22:26:50 +0000 2026","like_count":989,"retweet_count":42,"reply_count":36,"resolved_url":null,"resolved_type":null,"venture_tags":["velab-org"],"editorial_note":"Intelligence signal for VE Lab portfolio.","signal_type":"general","month_tag":"2026-01","ingested_at":"2026-07-01T04:05:07.848Z"},{"tweet_id":"1806868694871756891","author":"AlexReibman","author_name":"Alex Reibman 🖇️","text":"Scraping web data for AI agents sucks. @firecrawl is fixing that.\n\nLive demo of Firecrawl turning entire websites into LLM-ready data in seconds w/ @CalebPeffer https://t.co/LPvCfUBEXV","created_at":"Sat Jun 29 01:54:01 +0000 2024","like_count":851,"retweet_count":122,"reply_count":16,"resolved_url":"https://twitter.com/AlexReibman/status/1806868694871756891/video/1","resolved_type":"media","venture_tags":["freeintelligence-ai","velab-org","collectivewin-network"],"editorial_note":"General intelligence signal for the VE Lab portfolio.","signal_type":"general","month_tag":"2026-06","ingested_at":"2026-07-01T01:51:49.147Z"},{"tweet_id":"2024558974151119029","author":"johann_sath","author_name":"Johann Sathianathen","text":"using OpenClaw?\n\nsetup these 3 cron jobs today:\n\n1. session cleanup (every 72 hours)\n→ deletes bloated session files that slow down your agent\n\n2. daily security audit (every morning)\n→ checks firewall, fail2ban, SSH, open ports, docker status\n\n3. silent backups (every 2 hours)\n→ git push your workspace so you never lose config/memory","created_at":"Thu Feb 19 18:57:28 +0000 2026","like_count":643,"retweet_count":34,"reply_count":17,"resolved_url":null,"resolved_type":null,"venture_tags":["velab-org"],"editorial_note":"Intelligence signal for VE Lab portfolio.","signal_type":"general","month_tag":"2026-02","ingested_at":"2026-07-01T04:05:09.424Z"},{"tweet_id":"2063234969510588640","author":"Sprytixl","author_name":"Sprytix","text":"Chinese professor just revealed his development team - and it was 170 AI agents making every single company decision\n\nnot humans, not managers, not consultants charging $500 an hour\n\n170 artificial developers working in parallel, never sleeping, never asking for a raise, never going on vacation\n\nKimi K2.6 runs all of them with one prompt and each one gets its own task\n\nwhat used to take an entire department two weeks now takes two hours and costs less than a cup of coffee\n\nand while most companies are still hiring people for these roles\n\nthe ones who understood what's happening already quietly rebuilt everything\n\nthis is what actually sits behind the growth of billion dollar companies right now\n\nfull breakdown of how it works in the article below","created_at":"Sat Jun 06 12:22:04 +0000 2026","like_count":632,"retweet_count":110,"reply_count":30,"resolved_url":null,"resolved_type":null,"venture_tags":["velab-org","collectivewin-network"],"editorial_note":"Business model insight for velab org.","signal_type":"business","month_tag":"2026-06","ingested_at":"2026-07-01T01:51:48.582Z"},{"tweet_id":"2024902486465937726","author":"ninja_dev3","author_name":"Ninja_Dev","text":"I just open sourced a full x402 payment gateway. \n\nSelf-hosted, multi-chain, direct settlement.\n\nFork it, point it at your backend, and start accepting USDC micropayments for any API. \n\nNo intermediaries holding your funds.\n\nMost x402 implementations today rely on hosted facilitators, you send payments to their contract, they settle, you withdraw later (minus fees). \n\nThat works, but it's not how crypto should work.\n\nThis gateway settles locally. USDC goes directly from payer to your wallet onchain. No middleman, no withdrawal step, just gas.\n\nWhat's included:\n\n→ 9 EVM chains + Solana out of the box\n→ Local settlement via viem + @x402/svm\n→ MegaETH USDM support via Meridian facilitator as backup\n→ Redis nonce tracking + idempotency for safe retries\n→ /accepted and /.well-known/x402 agent discovery\n→ Self-contained landing page\n→ Backend proxy that hides x402 entirely from your API\n→ Deploy guides for GCP Cloud Run, AWS, Railway, https://t.co/i3EIv4EcI3, Docker\n\nYour backend never touches x402. The gateway verifies payment, settles on-chain, then proxies the request with your internal API key. Adding a paid route is ~10 lines of config.\n\nWhen to use this vs a hosted facilitator: if you want direct settlement, no fees beyond gas, and full control, than use this. \n\nIf you want zero infrastructure and don't mind a third party holding funds temporarily, use a hosted facilitator. Both are valid, different tradeoffs.\n\nI built this for my own products and decided the infrastructure shouldn't stay private. \n\nThe x402 ecosystem needs more self-hosted options. Fork it, ship it, use it.\n\nhttps://t.co/Zk35wWFW18","created_at":"Fri Feb 20 17:42:28 +0000 2026","like_count":412,"retweet_count":40,"reply_count":48,"resolved_url":"https://fly.io/","resolved_type":"external","venture_tags":["velab-org","instasoiree-com","renascence-network"],"editorial_note":"Tool relevant to velab org.","signal_type":"tool","month_tag":"2026-02","ingested_at":"2026-07-01T04:05:01.890Z"},{"tweet_id":"2026690106019492206","author":"JoshuaBarzon","author_name":"Josh Barzon","text":"A visual symphony of Scripture. The 66 books of the Bible connect through 1000’s of cross references in perfect harmony as proof of divine authorship across centuries &amp; authors. Apocryphal writings, though not canonical, historically affirm the core biblical narrative. https://t.co/GGyoCynMwq","created_at":"Wed Feb 25 16:05:50 +0000 2026","like_count":398,"retweet_count":97,"reply_count":31,"resolved_url":"https://twitter.com/JoshuaBarzon/status/2026690106019492206/photo/1","resolved_type":"media","venture_tags":["velab-org","vbcnewyork-com"],"editorial_note":"Intelligence signal for VE Lab portfolio.","signal_type":"general","month_tag":"2026-02","ingested_at":"2026-07-01T04:05:13.440Z"},{"tweet_id":"2069692918663925822","author":"DataChaz","author_name":"Charly Wargnier","text":"BAIDU JUST DROPPED AN ABSOLUTE GAME-CHANGER FOR DOCUMENT AI\n\nIt’s called `Unlimited-OCR`, and it can literally transcribe an entire book in a single pass 🤯\n\nMost vision models read a single page, forget the context, and eventually hit a wall where performance degrades and inference slows down.\n\n@Baidu_Inc built this on top of `DeepSeek OCR` but fixed the memory bloat with a single change to the attention mechanism.\n\nThe design mimics how a human hand-copies a book.\n\nInstead of trying to hold the entire book in active memory, each token only looks at the current page plus the last 128 words.\n\nThis creates a sliding window that keeps memory usage completely flat, no matter how long the output gets.\n\nThe architectural shift delivers three massive upgrades for document parsing:\n→ A fixed memory footprint\n→ Steady generation speed on massive documents\n→ The ability to process dozens of pages per pass\n\nThe numbers back it up.\n\nUnlimited-OCR scores 93% on standard parsing benchmarks, beating the older baseline by a full six points.\n\nEven when pushed past 40 pages, the error rate stays under 0.11.\n\nMore importantly, it maintains a flat speed curve where older models suffered a 35% slowdown.\n\nFree and open-source.\n\nRepo, weights and paper in 🧵↓","created_at":"Wed Jun 24 08:03:39 +0000 2026","like_count":383,"retweet_count":60,"reply_count":16,"resolved_url":null,"resolved_type":null,"venture_tags":["anygame-dev","eventbuoy-com","fishboneny-com","velab-org","instasoiree-com"],"editorial_note":"Market signal for anygame dev: indicates direction of the industry.","signal_type":"trend","month_tag":"2026-06","ingested_at":"2026-07-01T01:51:46.005Z"},{"tweet_id":"2066829231209033890","author":"HowToPrompt__","author_name":"How To Prompt","text":"NVIDIA just made AI detect objects 10x faster by deleting one step.\n\nIt's called LocateAnything, and it kills the single biggest bottleneck nobody else was fixing in vision-language models.\n\nWhen you ask a model \"find the cars in this image,\" it generates each bounding box one coordinate token at a time. x1 → y1 → x2 → y2. Sequentially. For every object. 100 objects = thousands of sequential tokens before you get an answer.\n\nNVIDIA deleted that step entirely.\n\nThey built Parallel Box Decoding (PBD): the model predicts the whole bounding box in a single forward pass. As one atomic unit. No more token-by-token coordinate streaming.\n\nThe numbers:\n\n→ 12.7 boxes/sec on a single H100\n→ 10x faster than Qwen3-VL (1.1 BPS)\n→ 2.5x faster than Rex-Omni\n→ +3.8% F1 on LVIS, accuracy went up, not down\n→ 3B params, runs on one consumer GPU\n→ Trained on 138M samples, 785M bounding boxes\n\nPBD doesn't just speed things up. Predicting the box as one atomic unit preserves its geometric coherence, the coordinates stay tied to each other instead of being generated independently. \n\nThat's why accuracy improved instead of dropping.\n\nOne model handles object detection, GUI grounding, OCR, document understanding, and point localization. Drop-in for computer-use agents, robotics, and document pipelines.\n\n100% open source. Weights, code, demo, paper.. all live.","created_at":"Tue Jun 16 10:24:23 +0000 2026","like_count":263,"retweet_count":44,"reply_count":16,"resolved_url":null,"resolved_type":null,"venture_tags":["chipmonk-tech","sliver-network","velab-org","aiblueprints-tech"],"editorial_note":"Tool relevant to chipmonk tech: could inform product or stack decisions.","signal_type":"tool","month_tag":"2026-06","ingested_at":"2026-07-01T01:51:46.885Z"},{"tweet_id":"2060431173625540631","author":"sxtvik","author_name":"satvik","text":"Some observations from referring 63 founders to @alliance, maybe helpful for others:\n\n1. Too many people building prediction markets still, what you think is a novel company is a weekend feature for incumbents who've raised a billion dollars and already have distribution.\n2. Too many perp dexes and leveraged trading products still, their \"novelty\" is usually stacking leverage on already leveraged assets aka cascading catastrophe for users. If you burn the user once, they won't return.\n3. Lot of agentic use cases, the low hanging fruit (agentic commerce, agentic coordination/unification) is less exciting personally. But a few novel applications across healthcare, science, gaming stood out to me.\n4. Solana and Hyperliquid reign supreme, Base is a close 3rd. No Monad, MegaETH, Ethereum, etc. This is maybe an Alliance alignment issue or a larger preference trend for builders.\n5. What many builders believe is unique and new is most likely already being done by another person in my DMs. The immediate opportunities are very obvious and $500K might not be enough to take on Stripe and Ramp, find new avenues where you have an unfair advantage and asymmetric opportunity.\n6. Not a lot of \"cypherpunk/privacy\" builders, I think there's still massive opportunities in resilience, networking, shielding, identity for both crypto and AI use cases that I would've loved to see more of. \n7. Manners. A please, thank you, and professionalism in cold messages go a long way.","created_at":"Fri May 29 18:40:47 +0000 2026","like_count":173,"retweet_count":9,"reply_count":33,"resolved_url":null,"resolved_type":null,"venture_tags":["goodalgo-network","oneof1-network","velab-org","onesqft-org","groww-ca","myblackbean-com"],"editorial_note":"Market signal for goodalgo network.","signal_type":"trend","month_tag":"2026-05","ingested_at":"2026-07-01T04:05:03.530Z"},{"tweet_id":"2039727392915349902","author":"joshalbrecht","author_name":"Josh Albrecht","text":"mngr: programmatically manage 100s of claude code sessions in parallel 🤖\n\nopen source today.\n\nlets you do things like:\n— for each open GitHub issue, create a PR\n— for each flaky test in the past week, fix it\n— for each rule in style guide, scan codebase & fix all instances\n\nruns any agent: @claudeai, codex, @opencode, etc.\n\nruns on any compute: locally, @modal, @Docker, or anything you can ssh into.","created_at":"Thu Apr 02 15:31:21 +0000 2026","like_count":171,"retweet_count":37,"reply_count":28,"resolved_url":null,"resolved_type":null,"venture_tags":["goodalgo-network","velab-org","velab-stack"],"editorial_note":"Tool relevant to goodalgo network.","signal_type":"tool","month_tag":"2026-04","ingested_at":"2026-07-01T04:05:08.273Z"},{"tweet_id":"2057849872049410354","author":"tomas_yano","author_name":"TOMAS YANO","text":"https://t.co/rsBz7PSD1I","created_at":"Fri May 22 15:43:37 +0000 2026","like_count":104,"retweet_count":11,"reply_count":5,"resolved_url":"https://x.com/i/article/2057777034357583872","resolved_type":"article","venture_tags":["velab-org"],"editorial_note":"Intelligence signal for VE Lab portfolio.","signal_type":"general","month_tag":"2026-05","ingested_at":"2026-07-01T04:05:03.334Z"}]}