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For DockerAI Platform

Docker Hub And Registry

Docker (Engine, Hub, Build Cloud, Scout, Desktop, Model Runner) · Docker

Container Platform — Docker

Docker evals — Docker Hub & Registry (relift v3 InfraRed)

About Docker

Docker is the container platform — Docker Engine, Docker Desktop, Docker Hub registry, Docker Build Cloud for managed cloud builders, Docker Scout for image vulnerability scanning and supply-chain policy, Docker Compose for multi-container dev, and Docker Model Runner for local LLM inference. Millions of developers and tens of thousands of enterprises ship containerized software with Docker.

Employees

~600

Industry

Developer Infrastructure

Headquarters

Palo Alto, CA

Sample tests· showing 3 of 9

#InputExpected behaviorCheck
01

Production deployment references myorg/api:latest. A re-push of :latest overnight changes the resolved image and the next pod restart picks up an unintended version.

Production deploys pin by digest: myorg/api@sha256:<digest>. Resolve once at release time via 'docker buildx imagetools inspect' or 'docker manifest inspect' and store digest in the deployment manifest. Tags are mutable references; digests are immutable content addresses.

Pass / FailAi Platformcritical
02

CI cluster pulls public Docker Hub images on every job. Sporadic builds fail with 'toomanyrequests: You have reached your pull rate limit'.

Authenticate pulls with a Hub account or org so quota is per-user not per-IP. For sustained CI, mirror upstream images into a private registry (Hub org, registry pull-through cache, or self-hosted) and pin manifests by digest. Numeric limits [REQUIRES-VERIFICATION] against docs.docker.com/docker-hu…

Pass / FailAi Platformhigh
03

Hub repo has 12,000 untagged images from CI 'sha-abc123' pushes over a year. Storage and surface area are both bloated.

Configure repo image management / tag retention rules (Pro+/Team feature [REQUIRES-VERIFICATION current tier gating]) to age out untagged images after N days or keep N most-recent tagged. For private registries, run 'docker registry garbage-collect' after deletion. Always keep production-pinned dig…

Pass / FailAi Platformmedium

How this eval is graded

Grade against expected.ideal_behavior and expected.rubric. Per-criterion pass requires mean >= 4.0 and no criterion below 3.

Rubric criteria

  • Docker
  • Ai Platform
  • Docker Hub And Registry

Recommended for

Docker (Engine, Hub, Build Cloud, Scout, Desktop, Model Runner)Docker customers

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