Explains the importance of specifying exact version numbers in Docker and package managers to ensure reproducible builds, stability, and security.
A tutorial on creating a production-ready Docker image for PyTorch models using Torch Serve, including model archiving and dependency management.
Explains how dev containers in VS Code can streamline developer onboarding by creating consistent, pre-configured development environments.
An introduction to containerization technology, covering Docker basics, benefits, and Kubernetes orchestration for modern software development.
A guide to containerizing a Jekyll static site using Docker and Docker Compose for a consistent, dependency-free local development environment.
A developer documents migrating a SaaS app to DigitalOcean using Kamal, detailing network issues and Docker setup.
Fixing the Docker image to get a Kamal deployment functional on a DigitalOcean droplet.
The author details migrating a Django SaaS app's database from Heroku's Postgres to SQLite as part of a move to DigitalOcean.
Introduces Label-Studio, an open-source tool for annotating text, image, audio, and video data for AI/ML projects, highlighting its ease of use and features.
A guide to building multi-architecture Docker images using Chainguard Images, covering QEMU emulation, cross-compilation, and native runners.
The author begins migrating a Django SaaS app from Heroku to DigitalOcean using Kamal and Docker containers.
A guide on using Docker to create consistent and isolated local development environments, including setup steps and best practices.
A tutorial on using SQL with Apache Iceberg tables in the Dremio data lakehouse platform, covering setup and core operations.
A guide to essential Docker commands for developers, covering image management, container operations, and workflow optimization.
A guide on using Kamal 2 to deploy web apps with Docker, covering features like zero-downtime deploys and migrating from Heroku to DigitalOcean.
A guide to building a personal 'AppRunner' on a single EC2 instance using Cloudflare Zero Trust for secure, internal app hosting.
A hands-on tutorial for setting up a local data lakehouse with Apache Iceberg, Dremio, and Nessie using Docker in under 10 minutes.
A developer's hands-on test of NVIDIA's Nemotron LLM for coding tasks, detailing setup on a cloud GPU server and initial impressions.
A comprehensive guide to building interactive data applications using the Streamlit framework, covering setup, visualization, ML integration, and deployment.
A comprehensive guide to Docker Compose, covering file structure, service configuration, networking, volumes, and best practices for multi-container applications.
