In April 2025, Andre Novais focused on enhancing reliability and performance for the google/oss-fuzz repository by addressing CI robustness and fuzzing efficiency. He implemented a Git clone retry mechanism using Python and YAML, which reduced build failures caused by transient network issues. Additionally, he developed a flexible fuzzing core configuration feature, allowing users to control CPU core allocation for fuzzing jobs, thereby optimizing resource utilization and throughput. Leveraging skills in CI/CD, configuration management, and infrastructure, Andre’s work targeted infra-level improvements that reduced flaky builds and enabled more efficient fuzzing campaigns, demonstrating thoughtful problem-solving within a short timeframe.