Docker AI

Docker AI is a collection of AI-powered capabilities embedded across the Docker platform, designed to accelerate container development workflows for individual developers, teams, and enterprises. It integrates intelligent features into Docker Desktop, Docker Scout, Docker Build Cloud, and other Docker products to help developers write better code, identify vulnerabilities, and optimize container images. Docker AI reduces friction in the development lifecycle by surfacing actionable insights, automating security checks, and streamlining build and test processes. It is accessible through the existing Docker subscription tiers, making AI assistance available at every level of the platform.

• Docker Scout AI — Automatically analyzes container images for vulnerabilities, provides health scores, and offers remediation guidance directly in your workflow.
• Docker Debug — AI-assisted debugging tool that helps developers diagnose and fix issues inside running containers without needing to rebuild images.
• Docker Build Cloud — Cloud-powered build infrastructure that accelerates image builds with parallel execution and intelligent caching, reducing local resource usage.
• Testcontainers Cloud — Runs integration tests in the cloud using real container dependencies, eliminating the need for local test environment setup.
• Hardened Docker Desktop — Enterprise-grade security controls including Enhanced Container Isolation (ECI), Settings Management, and Registry Access Management.
• Docker Hub Integration — Centralized image registry with trusted content catalogs, role-based access control, and Scout health score visibility.
• SDLC Integrations — Connects Docker Scout and AI insights into CI/CD pipelines and developer tools for continuous security and quality feedback.
• Policy Library and Evaluation — Automated policy checks that enforce security and compliance standards across container images and registries.

To get started, sign up for a free Docker Personal account at docker.com, install Docker Desktop, and explore AI-powered features like Docker Scout for vulnerability scanning and Docker Debug for container diagnostics. Paid plans unlock additional capabilities such as unlimited Scout-enabled repositories, Build Cloud minutes, and enterprise security controls.