Build an AI Agent That Finds Contradictions Across Website Pages
Build a workflow that pulls pricing, plan and policy claims from your own website, flags pages that may disagree and sends each case to a pe…
Everything we've written about ai & machine learning.
Build a workflow that pulls pricing, plan and policy claims from your own website, flags pages that may disagree and sends each case to a pe…
Compare LangGraph, the OpenAI Agents SDK, Google ADK, CrewAI, Mastra and the Claude Agent SDK on tools, state, deployment and tracing for a…
Learn how to build an AI research loop with clear states, firm stop conditions, safe retries after failed tool calls, and a final report tha…
Build a small agent harness in Python that saves job state, enforces tool and page budgets, and checks every claim against the page it came…
Learn when to use API keys or OAuth for AI agent tools, where credentials should live, how to separate user and service access, and how to a…
Learn how to define clear inputs, structured results and honest errors for the web data tools your AI agent uses, plus how to test that it p…
Build a small context service that fetches web data for each agent task, tracks source versions per session, and expires stale records.
Learn what web data belongs in an AI agent's context window, how to pick the right passages, and how to keep sources attached as context shr…
Learn what There’s An AI For That offers, why directory data matters, and how extracting tool information can support research, comparison,…
Explore Crawl4AI, an open-source Python web crawler for AI agents, LLMs, and data pipelines, including its features, applications, and setup…
Step-by-step guide to writing, hosting, and maintaining an llms.txt file, with examples, a validation checklist, and honest expectations.
Learn how to scrape dynamic websites with Crawl4AI using browser rendering, asynchronous crawling, adaptive discovery, and structured AI-rea…
The mission to make data accessible to everyone is truly inspiring. With MrScraper, data scraping and automation are now easier than ever, giving users of all skill levels the ability to access valuable data. The AI-powered no-code tool simplifies the process, allowing you to extract data without needing technical skills. Plus, the integration with APIs and Zapier makes automation smooth and efficient, from data extraction to delivery.
I'm excited to see how MrScraper will change data access, making it simpler for businesses, researchers, and developers to unlock the full potential of their data. This tool can transform how we use data, saving time and resources while providing deeper insights.
Adnan Sher
Product Hunt user
This tool sounds fantastic! The white glove service being offered to everyone is incredibly generous. It's great to see such customer-focused support.
Harper Perez
Product Hunt user
MrScraper is a tool that helps you collect information from websites quickly and easily. Instead of fighting annoying captchas, MrScraper does the work for you. It can grab lots of data at once, saving you time and effort.
Jayesh Gohel
Product Hunt user
Now that I've set up and tested my first scraper, I'm really impressed. It was much easier than expected, and results worked out of the box, even on sites that are tough to scrape!
Kim Moser
Computer consultant
MrScraper sounds like an incredibly useful tool for anyone looking to gather data at scale without the frustration of captcha blockers. The ability to get and scrape any data you need efficiently and effectively is a game-changer.
Nicola Lanzillot
Product Hunt user
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