Proactive cyber defense for governments and enterprises

Google's Fairwind Program gives selected government and enterprise defenders access to Gemini 3.8 Flash Cyber together with CodeMender, the software that organizes vulnerability discovery, verification and repair. The intended workflow carries a discovered flaw through proposed and checked code changes, addressing the work between detecting a weakness and fixing it.

Access comes with operational requirements, including restricting use to internal security teams and deploying multi-factor authentication. The announcement also says cloud customers outside the program can use CodeMender with publicly available models. The specialized cyber model is therefore one restricted component of a broader repair workflow.