AI Dockerfile Generator

We support Node.js with npm, yarn, or pnpm, Python with pip or Poetry, Go with module-based builds, Java with Maven or Gradle, Ruby with Bundler, .NET with the dotnet CLI, Rust with cargo, and PHP with Composer. Each runtime uses its official slim or alpine base image and follows that ecosystem's containerization best practices.

Multi-stage builds use separate stages for building and running your application. The build stage includes compilers, build tools, and dev dependencies needed to compile your code. The final stage copies only the compiled output into a minimal runtime image, excluding build tools and source code. This can reduce image sizes by 50-90 percent.

Security features include running as a non-root user to limit container privileges, using minimal base images like alpine or distroless to reduce the attack surface, pinning specific image versions to prevent supply chain attacks, excluding sensitive files via .dockerignore, and setting read-only file systems where possible. These follow Docker security best practices.

The Dockerfile orders instructions to maximize cache reuse. Dependency files like package.json or requirements.txt are copied and installed before application code, so dependencies are only reinstalled when they actually change. System packages are installed in a single RUN statement to minimize layers. This dramatically speeds up rebuild times during development.

Yes, every generated Dockerfile comes with a matching .dockerignore file that excludes node_modules, .git, test files, documentation, IDE configurations, and other files that should not be in the Docker build context. This speeds up builds by reducing the context size sent to the Docker daemon and prevents accidentally including sensitive files.