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-Detects only new/changed strings and translates them (no redundant API calls) -Supports XLIFF 1.2, XLIFF 2.0, and JSON (flat + nested) -Handles ICU MessageFormat plurals with CLDR…

You're right that most of these signals are spoofable in isolation. FCaptcha doesn't make pass/fail decisions on any single signal. It's weighted ensemble scoring across ~50 signal…

I built an open-source GitHub Action that translates i18n files using LLMs, designed as a drop-in replacement for Lokalise, Phrase, and Crowdin. The problem: TMS platforms charge p…

Browser-as-a-Service platforms like Browserbase, Hyperbrowser, and the growing ecosystem of LLM-powered browsers can spoof nearly every JavaScript API, rotate residential IPs, and …

Traditional bot detection doesn’t account for them. There’s no navigator.webdriver flag. No automation framework injecting globals. No suspicious HTTP headers. Just a browser, cont…