Vibe-Coding – A Practical Guide

A quick guide to a practical "vibe-coding" setup that can get you up-and-going within minutes.

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.

Speeding Up API Development

Most of my projects these days involve building a web API. Building a web API using REST principles allows you to bolt on multiple different front-ends (e.g., React app or iOS/Android app) and easily access functions from other computers. But building the infrastructure of the API often takes time, time I'd really like to spend … Continue reading Speeding Up API Development →

Getting Frames from YouTube

YouTube has a wealth of data but often you don't feel like downloading it all to disk. How can we stream video to python and then access the frame data?

Playing Around With VR & AI

I have an Oculus Quest 2. It's really fun. Experiencing things in VR is a completely different experience to standard 2D screens. So how do I start building fun things to experience in VR? Most of my backend programming is performed in Python. This is the home of TensorFlow, Keras, PyTorch, SciKit Learn, OpenCV etc. … Continue reading Playing Around With VR & AI →