Tips, tools, and best practices for web scraping, data extraction, and automation.
81 articles
Ten headless browser APIs compared on what an hour of browsing really costs once proxy bandwidth and billing minimums kick in, how they handle detection, and which suits scraping, testing or AI agents.
A complete Firecrawl Python SDK tutorial: setup, every endpoint, Pydantic schemas, async batches, pagination, webhooks and error handling, plus the cache default that quietly serves old pages.
Reddit shut most of the old scraping routes between late 2025 and mid-2026. We tested what’s left and show the legal ways to get posts and comments now, with PRAW code, costs and the deadlines that matter.
Ten Firecrawl use cases worth building, each with Python code checked against the current SDK, the right endpoint and real credit costs, plus the jobs where Firecrawl is the wrong tool.
We loaded the same pages three ways, and the accessibility snapshot came out about ten times smaller than the raw HTML. Here’s how AI agents really see and drive headless browsers, and what gets them blocked.
The VPN location you pick decides what prices, search results and ads you see. Here are the best ones for data work, which VPNs cover them for real, and when to switch to proxies.
Connect Firecrawl to Claude.ai, Claude Code, Desktop or the API. We tested every route: which tools each one gets, what it costs, and how to keep context lean.
Raw HTML wastes up to 96% of your tokens. We ran four real pages through Firecrawl, Jina Reader and two DIY scripts to find the cleanest way to get complete Markdown.
Nine Cloro.dev alternatives for tracking what ChatGPT, Perplexity and Google’s AI features say, or for feeding AI agents live web results. Coverage table, real costs, and when Cloro still wins.
Nine Firecrawl alternatives matched to the reason you’re leaving: cost, blocking, self-hosting or browser actions. Includes the self-hosting catch, a migration map and real costs for 10,000 pages.
Nine data extraction APIs for web pages and documents, sorted by where your data lives. Real per-page and per-record costs, the three extraction approaches, and how to stop AI extraction from inventing values.
Nine SERP APIs compared on what actually decides accuracy and cost: location and device controls, AI Overview support, billing rules, the num=100 price shock, and the legal risks most roundups skip.