A failed Docker image pull usually means Docker couldn’t fetch an image layer from a registry (like Docker Hub or a private registry). The fix depends on whether the problem is your network, the image name, authentication, or the registry itself.Instead of trying random flags, use a quick “what exactly failed?” workflow. Most pull issues fall into a few repeatable categories, and you can confirm..