In the news
Catch Go bugs that fuzzing misses with Gemini and a constraint solver- Google Developers Blog
Google Developers · Published · 3 min read
In 30 seconds
- What happened
- Google used Gemini 4 Argon and Z3 constraint solver to find Go bugs that fuzzing misses by analyzing compiled machine code.
- Why it matters
- Go developers maintaining complex parsers or slice-heavy code should consider this when standard fuzzing and testing leave them uncertain about bounds-check safety.
- Watch out
- The LLM-generated solver model is not formally sound; it finds real bugs only because go test verifies each crash, but unsat answers mean maybe correct, not definitely correct.
- gemini
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