GitHub Security Lab releases Fuzzing Taskflow agent to automate the C/C++ fuzzing pipeline
AI-powered fuzzing with the GitHub Security Lab Taskflow Agent
What happened
GitHub Security Lab has released Fuzzing Taskflow, an autonomous fuzzing pipeline for C/C++ projects. Given a GitHub repository URL, it identifies entry points, analyzes the build system, writes a harness, runs AFL++, reads coverage reports and improves the harness, triages crashes, and produces vulnerability reports.
Why it matters
GitHub Security Lab hands harness writing, coverage analysis, and crash triage to an LLM agent, and has published the full implementation and instructions for running it.
AgentsOpen sourceSafety and alignmentMCP and tool useProduct updates#Product update#Agent#MCP and tool calling#Open-source ecosystem#Safety and alignment
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