Docker for Broke Developers: Learning It the Hard Way

N4xt0n Tux — Sun, 22 Mar 2026 22:18:52 +0000

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This is my journey of learning Docker. I'm figuring it out as I go. I'll share what I've learned so far.

The Problem

I've been avoiding Docker for a time. It seemed complicated. I thought, "Why do I need containers when I can just run my code on my machine?". Then I tried deploying my app and it was a nightmare. The "works on my machine" problem drove me crazy. I installed Python 3.11. My colleague had 3.9 and our dependencies broke. I spent hours debugging environment issues of shipping my app.

What is Docker?

Docker is a way to package my app and all its dependencies into a container. I can ship this container anywhere. It will run the same. No more environment issues.

I used to have to install the Python version, pip packages and system libraries on my machine and server.
. With Docker I can build an image that defines everything my app needs.
I can run this image on my laptop, server or CI/CD pipeline. It will always be the same.

My First Docker Fail

I downloaded Docker Desktop. Stared at it unsure what to do. Most tutorials start with a Dockerfile. I didn't understand what it was doing.

FROM: Start with a base image (Python 3.11).
COPY: Copy my code into the container.
WORKDIR: Set the working directory inside the container.
RUN: Execute a command inside the container.
CMD: Run a command when the container starts.

The Moment It Clicked

I built my image and ran it. It worked! The same way on my laptop my friends Mac and a Linux server. I realized it's not magic; it's reproducibility.

What I'm Still Figuring Out

Docker Compose: Running containers together (e.g. Python API, PostgreSQL database, Redis cache).
Image size: Making my images smaller (e.g. using a base image removing unnecessary dependencies).

What Docker Has Saved Me

Environment consistency: My app runs the same on any machine.
Onboarding: New developers can just run docker-compose up to get started.
Deployment: I can push my image to a registry. Deploy it to a server without worrying about environment issues.

The Things That Still Confuse Me

Volumes: Persisting data between container restarts.
Networks: Advanced container-to-container communication.
Multi-stage builds: Optimizing my Dockerfiles.

What I'd Tell Past-Me

Docker isn't magic. It's a way to package my app and its dependencies.
Start with a Dockerfile and get it working locally.
Don't worry about optimization at first; just focus on getting it working.

Next Steps for Me

Build a multi-service app with Docker Compose.
Push images to Docker Hub.
Deploy to a server using Docker.

Have you struggled with Docker? Share your pain points. I'm learning in public. Your experience might be the next article.

Resources That Helped Me

Docker official "Get guide.
Docker Compose docs.
YouTube: TechWorld, with Nana (Docker series).
Play with Docker ( online practice).

DEV Community: N4xt0n Tux

Docker for Broke Developers: Learning It the Hard Way