Dev.to
5/9/2026

How I Built, Scanned, and Automated a Docker Pipeline
Short summary
Hands-on Docker and DevSecOps lab: build and containerize a Python Flask app, push to Docker Hub, and automate with GitHub Actions plus Trivy vulnerability scanning. Covers security hardening (non-root users, layer caching, .dockerignore), real debugging examples, and the complete pull-inspect-build-push-share workflow. Directly applicable for DevOps and infrastructure teams.
- •Build and containerize a Flask web app with Docker using security best practices and layer caching optimization
- •Push images to Docker Hub and automate the entire workflow with GitHub Actions and Trivy scanning gates
- •Real-world debugging walkthrough covering three common build and deployment issues with solutions
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