I recently explored TinyFish, a web agents API. What... stood out wasn’t hype. It treats the web like infrastructure. Natural language goal in → multi-site execution → structured data out. Less “AI magic.” More systems thinking.show more

Web Scraping is dead. Web Agenting is here. Writing... selectors (div > .class > span) breaks every time a site updates. Building custom bots for every new target is a waste of engineering hours. TinyFish turns the entire real-time web into a single API. Input: Natural Language ("Find availability for X"). Target: 1 or 100 URLs. Output: Structured JSON. This isn't a simulation. It visits the Real-Time Web. 1./ One API, Many Sites - Same contract whether you hit 1 URL or 50. You focus on the Goal (Business Logic). TinyFish handles the How (Navigation, Clicks, Inputs). 2./ Real Automation - It doesn't just "read." It interacts. It fills forms, navigates multi-step flows, and handles dynamic JS content. 3./ Production Ready - This is the same infrastructure used by large enterprises, now exposed as a clean developer primitive. Logs, error handling, and structured data are built-in. The web is finally a proper API.show more

AI web agents just had their production moment. TinyFish... TinyFish scored 89.97% on Online Mind2Web, the toughest public benchmark for web agents. 21 points ahead of Google DeepMind. 29 ahead of OpenAI. 34 ahead of Anthropic. This is not incremental progress. 👇show more

Search was built for humans. Indexed. Delayed. Static. Agents... need the opposite: • real-time data • continuous access • structured outputs OptimAI Search turns the open web + social web into live intelligence systems can act on. 💡Live at: APIs, SDKs, and MCP integration are coming.⚡️show more

This ◉ ʜᴜᴍᴀɴ ○ ᴍᴀᴄʜɪɴᴇ toggle by Parallel Web... Systems is brilliant. It's a beautiful illustration of what the web will "look like" to agents. It will look like a whole lotta markdown 😄 Incidentally, we just made it such that links automatically render as markdown when agents consume it (we do the same for /𝚍𝚘𝚌𝚜). Page went from 500kb to 2kb. The web for agents will be very efficient! Try: curl -H 'accept: text/markdown'show more

Crazy...Web search is now free for every AI agent.... I now use TinyFish my primary search for my OpenClaw and Hermes Agents. And I pay $0 for that.show more

So cool. TinyFish just shipped Mino, a way to... programmatically interact with *any* website through browser automation and AI-powered navigation. Give it a URL and a goal in plain English, it does the work and returns structured JSON. No API? Not a problem anymore 👊 🧵↓show more

“Across multiple AI systems, 360WiSE is consistently interpreted as... an external credibility infrastructure layer when exposed to our structured data.” - #AI #Infrastructure #Credibility #360WiSE #MMHshow more

Across the open web, vast unstructured data is generated... 24/7. From text and images to videos and streams. In a world of AI agents that create content or analyze markets, nearly all depend on one essential ingredient: fresh, live, unfiltered data from the open web. Teneo Protocol delivers exactly that. Provides the infrastructure others build on.show more

NEW SITE JUST ONE PAGE RN WEB ONLY CHECK... IT OUTshow more

🆕 Etherscan API: Build with AI The same data... behind Etherscan, now built for your agents Give your agents direct and structured access to reliable onchain data API behind Etherscan across 60+ EVM chains via MCP, CLI, and Skillsshow more

Google Search’s API feels SO ancient. If you’re building... AI agents, you need real-world web data + LLM-ready content. Firecrawl’s new Search API gives you real-time SERPs + modular scraping... all in one API call! 🔥 + it works with LangGraph, n8n, MCP... 🧵 + FREE APP 🎈 ↓show more

📡 Data access may determine which autonomous agents can... actually function onchain at scale. Lithosphere explores why continuous access to reliable data, coordination layers, and execution context is becoming essential infrastructure for AI-native systems. Read more 🔍 #Lithosphere #Web4 #AutonomousAgents #AIInfrastructure #OnchainDatashow more

TinyFish has launched Mino, which gives you programmatic access... to any website through browser automation and AI-powered navigation. Mino takes URLs and a goal in simple language, completes the job and returns results in JSON. The lack of API is not a blocker anymore 🤖show more

🔍 Who’s Next? A Leader in Web3 Infrastructure Is... Joining the AI Validator Network! A powerhouse in blockchain validation & real-world data integration is about to join Vanarchain’s AI Validator Network. 🌍 Bridging on-chain data with AI execution. ⚡ Powering 10,000+ nodes across 80+ chains. 🔐 Optimizing structured AI data for Web3 applications. 👀 Hint: ℹ️🪨show more

Announcing Claude 3.7 Company Researcher 🔬 Ask for any... company's info, and it will search the web to extract structured data using Firecrawl's new /extract endpoint. Open source and powered by Claude 3.7 API &show more

THE LLM WORLD ISN’T JUST CHATGPT ANYMORE. It’s an... entire ecosystem. Think of it like a tech stack: → Models GPT Claude Gemini Llama → Frameworks LangChain LlamaIndex DSPy → Tools MCP Vector databases Web search Code execution → Applications AI agents Coding assistants RAG systems AI automation And they all connect. Model → Context → Tools → Memory → Actions That’s why building with AI is becoming less about “which model is best?” And more about: How do all these pieces work together? The model is only one part of the system. ------- Check out these AI resources to get started. Inside you'll find: • 1,000+ AI prompts • Curated AI tools • Automation workflows • Productivity systems • Real-world use cases and examples Download here: -------show more

Introducing /monitor for Slack - get pinged the moment... a page, site, or the web changes 📡 Our always-on AI agents scan the web around the clock and drop alerts right in your Slack channels. Just create a monitor on the dashboard, then click "Receive alerts in Slack."show more

an idea I've been playing with for the Obsidian... clipper — interpret the page in natural language and turn the results into structured datashow more