Learn about autonomous validation, the next evolution in software delivery that’s closing the gap between how fast teams can build and how fast they can deliver.

Circle is a platform for developers and software teams to collaborate, share knowledge, and streamline their development workflows, offering tools and integrations for code review, continuous integration, and project management. Developers can learn about modern development practices, agile methodologies, and DevOps principles to improve collaboration, increase productivity, and deliver high-quality software efficiently.

CircleCI

Autonomous validation represents the next evolution of CI/CD, using AI-powered capabilities to automatically evaluate, learn from, and improve software delivery processes. The approach combines contextual awareness, autonomous fixes, adaptive testing, and continuous optimization to address the growing gap between development speed and delivery capacity. Key features include intelligent test selection based on code changes, automatic resolution of common pipeline issues like flaky tests, natural language querying for debugging, and continuous learning to improve efficiency over time. CircleCI is implementing this vision through features like Chunk, an autonomous agent that detects and fixes flaky tests, with additional capabilities rolling out in coming weeks.

What is autonomous validation? The future of CI/CD in the AI era