Dec 12, 2025: Google shared their remediation plan. They confirmed an internal pipeline to discover leaked keys, began restricting exposed keys from accessing the Gemini API, and committed to addressing the root cause before our disclosure date.
Although I could push these new libraries to GitHub now, machine learning algorithms are understandably a domain which requires extra care and testing. It would be arrogant to port Python’s scikit-learn — the gold standard of data science and machine learning libraries — to Rust with all the features that implies.
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One of my first research publications was about Black Ostrich, a web crawler that can fill out forms while scanning websites. It relies on the Ostrich string constraint solver (online version, be sure to set OSTRICH as the back-end for string solving!).
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Remove a domain from the allowlist
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