Advanced Guide

For terminal-native users who want Docker-level control.

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This is aimed at those who

• Are comfortable with Docker (docker run, docker exec)
• Prefer CLI over IDE/GUI
• Want to build batch job pipelines
• Need custom container configuration

Not there yet? → Intermediate

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What's Here

Core Guides

Guide	What You'll Learn
Docker Direct	Using Docker commands directly
Terminal Workflows	CLI-native development patterns
Batch Jobs	Non-interactive job submission

Optimisation

Guide	What You'll Learn
Efficiency Tips	Keyboard shortcuts, workflow patterns
Complete Dockerfile Guide	Build optimisation, layer caching
SSH Advanced	Config files, port forwarding

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The Key Difference

Intermediate (DS01 commands):

container-deploy my-project
container-attach my-project

Advanced (Docker direct):

docker exec -it my-project._.$(id -u) bash
docker logs my-project._.$(id -u)

Note: Direct Docker commands are still subject to DS01 resource enforcement (cgroups, GPU limits).

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Suggested Path

Terminal workflows:

1. Docker Direct → Terminal Workflows → Batch Jobs

Optimisation:

1. Efficiency Tips → Complete Dockerfile Guide

Remote access:

1. SSH Advanced