The automation blog.
Browser automation, anti-bot bypass and API reverse engineering. What actually works, and why.
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Browser Automation Benchmark 2026: Which Engine Actually Bypasses Bot Detection?
I tested 23 browser automation engines against Cloudflare, DataDome, Akamai, Kasada, and 6 other real protection systems. Here are the results, with full data and an open-source tool to run the tests yourself.
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How to Bypass Cloudflare Turnstile in 2026 (Python)
Cloudflare Turnstile blocks your scraper before the page even loads. Here's how to solve it automatically in Python using a free click-based method or the 2Captcha API, with working code examples.
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How to Use Playwright Stealth Mode in 2026 (Python)
Standard Playwright gets blocked on most sites in 2026. Here's how to fix it with playwright-stealth, Patchright, and Camoufox, plus real bypass rate data from my open-source benchmark.
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How to Take Full-Page Screenshots with Playwright
Playwright can capture full-page screenshots, element screenshots, and PDFs with a single line of Python. Here's how to use it for visual testing, monitoring, and automating page captures at scale.
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Playwright: How to Handle File Downloads Automatically
Playwright can trigger, wait for, and save file downloads automatically. Here's how to handle PDFs, CSVs, and any other file type with Python, including downloads that need authentication or custom save paths.
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Playwright: How to Intercept and Modify Network Requests
Playwright's route API lets you intercept, block, or modify any network request before it leaves the browser. Here's how to use it with practical Python examples for scraping, testing, and automation.
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Playwright vs Puppeteer in 2026: Full Comparison
Playwright and Puppeteer both automate Chrome, but they're not equal in 2026. Playwright supports more browsers, has better auto-waiting, and works in Python. Here's an honest side-by-side comparison.
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Playwright vs Selenium in 2026: Which One to Choose?
Playwright is faster, easier to set up, and handles modern web apps better than Selenium. But Selenium still wins in a few specific cases. Here's an honest comparison to help you pick the right one.
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How to Bypass Cloudflare in 2026 with Python and Playwright (Full Guide)
Step-by-step guide to solving Cloudflare automatically using Python, Playwright, and the playwright-captcha library. Covers click-based solving, 2Captcha API, Camoufox, and Patchright.
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How to Solve reCAPTCHA v2 and v3 in 2026 with Python and Playwright (Full Guide)
Step-by-step guide to automating reCAPTCHA v2 and v3 solving with Python, Playwright, and the playwright-captcha library. Covers 2Captcha API, Camoufox, and Patchright.
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