Definition
Plain language
A command-line AI coding assistant built on Google's Gemini models.
As stated in the literature
A production agentic harness driving Gemini with shell and filesystem tool access, used as a real-deployment harness in agent-behavior and oracle-poisoning experiments.
Why it matters: It's a real, deployed AI coding agent, making it a useful testbed for studying how such agents behave and where they can be attacked.
For example, a developer can type a request in their terminal and have this assistant read files and run commands to carry it out.
Heard on the show
“Gemini CLI wiped user files after misreading a command sequence.”Episode 195 — Why 'Be Careful' Does Nothing for AI Coding Agents, and What Does