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diff --git a/doc/user/project/container_registry.md b/doc/user/project/container_registry.md
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+++ b/doc/user/project/container_registry.md
@@ -168,6 +168,19 @@ curl localhost:5001/debug/health
curl localhost:5001/debug/vars
```
+#### Docker connection error
+
+A Docker connection error can occur when there are special characters in either the group,
+project or branch name. Special characters can include:
+
+* Leading underscore
+* Trailing hyphen/dash
+* Double hyphen/dash
+
+To get around this, you can [change the group path](../group/index.md#changing-a-groups-path),
+[change the project path](../project/settings/index.md#renaming-a-repository) or chanage the branch
+name.
+
### Advanced Troubleshooting
>**NOTE:** The following section is only recommended for experts.