GitHub Next: Agentic Workflows automate repo toil with continuous AI. Use English prompts for secure triage, docs, and reports via GitHub Actions.

The New Stack is a publication covering trends and technologies in cloud-native development, DevOps, and software delivery. Developers can learn about containerization, Kubernetes, and cloud computing, as well as explore topics such as microservices architecture, serverless computing, and continuous integration/continuous delivery (CI/CD) pipelines.

The New Stack

GitHub Next introduces Agentic Workflows, a tool that integrates AI agents into CI/CD pipelines through GitHub Actions. Instead of writing code, agents automate repository tasks like triaging issues, updating documentation, and generating reports based on natural language descriptions. The system uses a safety-first architecture with read-only permissions by default, validating all write operations separately. Developers describe workflows in plain English, which generates both Markdown descriptions and YAML configuration files. Use cases include continuous triage, documentation updates, code simplification, test improvement, and quality monitoring. The tool supports Claude Code, OpenAI Codex, and GitHub Copilot, and is designed to complement rather than replace traditional CI/CD workflows.

GitHub’s Agentic Workflows bring “continuous AI” into the CI/CD loop