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2 posts
Ray CVE made the developer laptop the target
CISA catalogued a Ray CVE because a developer browser can hit local Ray. Patch anything below 2.52.0 and treat the developer laptop as in-scope today.
Deep DivesSecurityPythonOpen SourceMLDeveloper Tools1 min read · Aug 25, 2026
Web Scraping in the AI Age: What Actually Changed
Web scraping in the AI age broke twice over: LLMs killed the CSS selector, and AI crawlers exploded while referral traffic collapsed. Here is what changed.
Strong OpinionsWeb DevAI CodingSecurityAutomationPythonCloudflareTrend Commentary1 min read · May 31, 2026