directly into developer workflows such as IDEs, pull requests, and CI/CD pipelines, allowing real-time feedback and automated issue resolution before code is deployed. Qodo also uses a multi-repository context engine and specialized AI agents to understand complex systems and deliver precise, actionable insights at scale. Overall, it acts as a dedicated review layer within the software development lifecycle, helping teams ship cleaner, more consistent, and production-ready code faster.