Continuous fuzzing finds real bugs, but it still needs someone to write harnesses, watch coverage, and triage every crash.
The GitHub Security Lab built the Fuzzing Taskflow to give that loop to an agent. You point it at a C or C++ repository, and it identifies entrypoints, analyzes the build, crafts harnesses, runs the AFL++ fuzzer, reads coverage, and creates a vulnerability report for each unique bug.
Check out how the pipeline works end to end 🔍
https://github.blog/security/application-security/ai-powered-fuzzing-with-the-github-security-lab-taskflow-agent/