Gordon: Docker's AI Agent Transforming Container Workflows

Docker has introduced Gordon, an AI agent now generally available, designed to understand your environment, propose fixes, and take action across your entire container workflow. This guide answers key questions about Gordon's purpose, capabilities, and how it enhances developer productivity.

Why Did Docker Create Gordon?

Developers today are more productive than ever thanks to AI coding assistants that write code, merge pull requests, and shorten review cycles. However, when something goes wrong inside a container or a teammate asks you to ship a service, those AI tools can't help. Containers break in unpredictable ways: build cache invalidates for no reason, a service like Postgres can't reach Redis, an image works locally but crashes in CI, or an error message points to an old Stack Overflow thread. Modern software development piles friction on top of friction. Existing AI tools like Cursor, Copilot, or Claude Code excel at application logic but have no access to your running environment—they can't read logs, inspect Compose files, or see what's actually happening. Gordon fills that gap by understanding your entire Docker ecosystem from the start.

What Does Gordon Actually Do for Developers?

Gordon is Docker's AI agent built specifically for the work developers do after code is written. Unlike a simple chatbot that explains steps, Gordon takes action—with your explicit approval—across your entire Docker workflow. It reads your running container logs, images, Compose files, and working directory, so it already knows your environment before you ask anything. If something breaks, Gordon traces the failure in your actual setup, proposes a fix, and waits for your go-ahead. It can containerize a Node.js app, debug a crashing container, spin up a stack of Postgres, Redis, and your service with one prompt, read logs to figure out why a service can't reach the network, or help you ship it. Gordon is optimized for Docker and container tasks but assists wherever developers need it.

How Does Gordon Work Under the Hood?

Behind the scenes, Gordon has shell access, filesystem operations, the full Docker CLI, a knowledge base of Docker docs and best practices, and web access. Rather than building rigid, pre-defined features, Docker gave Gordon a broad set of capabilities and lets the agent figure out how to combine them to solve whatever you actually ask. That means new capabilities lead to new emergent behaviors. Gordon lives where you already work—inside Docker Desktop (version 4.74+) and the CLI. It's not a separate tool you have to switch to; it integrates directly into your daily development environment.

How Is Gordon Different from Other AI Tools Like Copilot or Claude?

Existing AI coding assistants like Cursor, Copilot, and Claude Code are powerful for writing and reviewing code, but they don't know your running system. They work only from what you paste in; they can't read your container logs, inspect your Compose file, or interact with your Docker environment. Gordon is purpose-built for everything that happens after code is written. It understands your actual environment before you even type a prompt. When something breaks, Gordon doesn't send you to documentation—it traces the failure in your live setup, suggests a fix, and can execute it with your approval. It's not a coding assistant; it's a workflow agent that takes action across your container lifecycle.

Is Gordon Safe to Use? How Are Actions Approved?

Safety is a core design principle. Every action Gordon takes requires your explicit approval—whether it's running a command, modifying a file, or changing a container configuration. When you confirm, Gordon executes the action in your environment. Importantly, permissions reset automatically when you close the session. This means no persistent access; each new session starts fresh. Gordon also provides clear, step-by-step explanations of what it plans to do, so you understand the impact before approving. This balance of automation and control ensures you remain in charge of your system while benefiting from Gordon's speed and context awareness.

Where Can I Get Gordon and What Does It Cost?

Gordon is now generally available and free to start using with any Docker account. It comes built into Docker Desktop 4.74+ and the CLI. For developers who find Gordon indispensable in their daily workflow, there's a scalable plan that provides up to 20 times the capacity of the free tier. This makes it easy to try Gordon without commitment and then upgrade as you rely on it more heavily. Simply update Docker Desktop or the CLI to get started. Gordon is ready to help you debug, deploy, and manage containers more efficiently.