Building Resilient Automations that Handle CAPTCHAs Handling cookies like the cf_clearance cookie is a piece of getting past Cloudflare checks. Once CapSkip clearing the Turnstile step, your session logic becomes a matter of carrying valid cookies properly. A short switch-over plan makes the move smooth: repoint your endpoint at CapSkip, verify some live solves, and then cut over the main jobs. Because the request format matches major services, the bulk of the work is essentially done. Selenium remains a go-to for browser automation, and CapSkip fits right in. Your the WebDriver flow unchanged and delegate the CAPTCHA to CapSkip when one shows up, so the session continues without human steps. Selenium is a staple for browser automation, and CapSkip fits into it cleanly. Your the WebDriver logic unchanged and delegate the CAPTCHA to CapSkip whenever one appears, so the run continues without manual input. Classic image and text CAPTCHAs remain extremely common, on login forms to checkout screens. CapSkip recognizes a huge range of image CAPTCHA types on your own hardware, typically in about a tenth of a second. That kind of speed matters the moment you process large volumes. Test automation teams run into CAPTCHAs too, particularly on live sites that copy production. Rather than skipping those tests, they are able to let CapSkip handle the challenge so the suite remains complete. Test automation teams hit CAPTCHAs too, particularly on live environments that copy production. Rather than disabling those tests, teams are able to have CapSkip clear the challenge so coverage remains intact. Proxies are often necessary for serious automation, and CapSkip plays nicely with them out of the box. Teams can route requests the way your stack requires while still solving CAPTCHAs on your own machine, so behavior consistent across runs. QA engineers hit CAPTCHAs as well, particularly when testing staging sites that copy production.