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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.

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Md Riyazuddin

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49,720 görüntüleme • 4 ay önce •via X (Twitter)

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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.
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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.

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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. 👇
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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. 👇

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Introducing Llama 4 Web Crawler 🕸️ It crawls any website with AI at Meta's new Llama 4 Maverick Model, Together AI, and Firecrawl Just give it a URL and a goal then it will navigate + return the requested data in a structured format
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Introducing Llama 4 Web Crawler 🕸️ It crawls any website with AI at Meta's new Llama 4 Maverick Model, Together AI, and Firecrawl Just give it a URL and a goal then it will navigate + return the requested data in a structured format

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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.⚡️
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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.⚡️

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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.
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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.

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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'

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

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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.
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NEW SITE JUST ONE PAGE RN WEB ONLY CHECK IT OUT
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NEW SITE JUST ONE PAGE RN WEB ONLY CHECK IT OUT

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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 🎈 ↓
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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 🎈 ↓

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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 🤖

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1/ $HINT Hive Intelligence is an infrastructure layer for AI agents, providing a unified API for real-time blockchain data. (like Chainlink but for AI) The team from Sharpe AI is developing this project. MC: $8M CA: 0x91dA780BC7f4B7Cf19ABE90411a2a296Ec5FF787
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1/ $HINT Hive Intelligence is an infrastructure layer for AI agents, providing a unified API for real-time blockchain data. (like Chainlink but for AI) The team from Sharpe AI is developing this project. MC: $8M CA: 0x91dA780BC7f4B7Cf19ABE90411a2a296Ec5FF787

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

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Today, we're announcing four new capabilities on the Anthropic API to help developers build more powerful AI agents. A code execution tool, MCP connector, Files API, and extended prompt caching:

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We've rolled out several updates to Claude Code on the web to make it a more powerful daily driver including multi-repo sessions, better diff & git status visualization and slash commands.

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Web inspiration for today - this site is magic 💧 🔗
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Web inspiration for today - this site is magic 💧 🔗

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