7 Tools That Help You Review and Validate AI-Generated Code in Your Pipeline

AI coding assistants are fast. Code review is slow. The gap between those two speeds is where problems accumulate. These seven tools address different parts of the review and validation problem. Some run in CI, some at commit time, some in your editor. Together, they form a reasonable stack for teams that are shipping a meaningful share of AI-generated code and want systematic quality gates rather than relying entirely on reviewer attention. Photo by Digital Buggu on Pexels 1. pre-commit pre-com