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Joshua Rogers’ Scribbles

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Joshua Rogers is an Australian technologist, sysadmin, security engineer, and pentester sharing long-form writeups on hacking, binary web and infra security, programming, technology, politics, and

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Oct 6, 2026

Lessons from using sanitizers as an oracle for LLM vulnerability triage

Lessons learnt from using memory sanitizers (ASan, MSan, UBSan, TSan, LSan) as deterministic oracles for triaging LLM-discovered vulnerabilities: how agents cheat the oracle, where the oracle goes

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