GitHub Security Lab Taskflow Agent
AssessTools
A framework for LLM-driven security automation taskflows.
Why it's here
Placed in Assess: 2 article(s) of evidence from 1 source(s), led by security coverage, with 2 in the last 30 days. Confidence 30%.
Evidence (2)
- 8GitHub Blog·9/28/2026securityGitHub shares open-source AI taskflows that found 24 Android vulnerabilities
GitHub Security Lab describes how its open-source Taskflow Agent can automate AI-driven security audits and guide LLMs through incremental steps to find complex vulnerabilities in Android apps. The team says the approach has already uncovered and reported 24 vulnerabilities, including issues in a popular navigation app, OsmAnd.
- 7GitHub Blog·9/24/2026securityGitHub Security Lab adds AI-powered fuzzing taskflow
GitHub Security Lab introduced the Fuzzing Taskflow, an autonomous pipeline that uses an LLM agent to analyze C/C++ repositories, generate harnesses, run AFL++, inspect coverage, triage crashes, and produce vulnerability reports. The workflow is built on the GitHub Security Lab Taskflow Agent framework and is available through a GitHub repository and Codespace setup.