Tool categories
What is an AI coding agent?
A general-purpose AI coding agent that writes and edits code, with review or security scanning as one capability among many.
These are coding assistants first. Review and security features exist, but they sit beside code generation, refactoring and terminal work rather than being the product's center of gravity.
They matter in this directory because they are increasingly the thing producing the code that everything else has to review, and because their review capabilities are real, if narrower and less consistently documented than a dedicated scanner's.
What to look for
- Whether security review is a documented feature or an emergent model behavior
- How the tool handles code confidentiality and training-data exclusion
- Whether findings can reach CI, or only exist inside the editor session
- Cost model, since most are seat plus usage credits, which is hard to forecast
Best 3 AI coding agents
Every tool in the directory whose main category is AI coding agent. Shown in a random order that changes on every visit, so no tool gets an advantage from its position.
AI Coding Agent
OpenAI's Codex coding agent with an agentic diff/PR reviewer plus a separate Codex Security scanning agent (CLI, SDK, cloud).
AI Coding Agent
Anthropic's agentic coding tool with a managed GitHub PR review service, local review commands, and security-scanning plugins.
AI Coding Agent
Google Cloud's AI coding assistant for IDEs and Google Cloud, with a GitHub app posting PR summaries and severity-tagged reviews.
Related terms
FAQ
What is an AI coding agent?
A general-purpose AI coding agent that writes and edits code, with review or security scanning as one capability among many.
How many AI coding agents does Review Radar track?
Review Radar tracks 3 AI coding agents:
What should you check when comparing AI coding agents?
Four things:
- Whether security review is a documented feature or an emergent model behavior
- How the tool handles code confidentiality and training-data exclusion
- Whether findings can reach CI, or only exist inside the editor session
- Cost model, since most are seat plus usage credits, which is hard to forecast