A (Working) CI/CD Workflow with GitHub Actions for AI Applications

The post shares their journey of setting up a cost-effective CI/CD pipeline for AI applications using GitHub Actions and Docker. Emphasizing branching, versioning, and meticulous testing, the post highlights the importance of simplicity, efficiency, and automation in achieving a streamlined development workflow.

Setting Up a Python Programming Environment

Want to learn how to setup a programming environment for Python using open source tools? Then read on! Over the last 20 years or so I have drifted in and out of different Python programming fads. In hindsight, it is clear there is no "default" setup. Folks stumble accidentally into different configurations, post about it, … Continue reading Setting Up a Python Programming Environment →

Taming the Docker Blob

Or understanding how to best use Docker. Docker is a great way to build services with modular and changeable components without borking your server / computer. I like to think of Docker containers as a system version of Python's virtual environment - you can build a stack of services and applications through a Docker file, … Continue reading Taming the Docker Blob →