FuzzForge is an open-source platform designed to automate application security and offensive security workflows using AI and fuzzing frameworks. It enables security teams to orchestrate various analyses, automate vulnerability research, and share workflows, while also providing specialized AI agents and integration with fuzzers. The project is under active development, with plans for new features and enhancements in the future.

OSS-Fuzz-Gen aims to simplify the integration of open-source projects into OSS-Fuzz by automating the generation of build scripts and fuzzing harnesses. The new agent-based approach utilizes a large language model (LLM) to create build scripts tailored for diverse projects, making the OSS-Fuzz integration process more efficient. The blog post highlights improvements over previous methods and presents empirical results from testing the new approach on various GitHub repositories.