December 2025
NASA Just Paid to Fix NumPy’s Messy Parts. About Time.
I was staring at a flame graph at 11 p.m. last Tuesday, wondering why my seemingly simple data pipeline was eating RAM like Chrome with fifty tabs open.
Testing Python Agents is a Nightmare (Here’s How I Fix It)
I spent the last three days debugging a graph-based workflow where three different AI agents were supposed to collaborate on ordering a pizza.
CircuitPython’s Latest Update Finally Makes USB Host Less of a Headache
I have a drawer full of USB-OTG cables that I look at with deep suspicion. For years, if you wanted to plug a keyboard, a mouse, or a MIDI controller into.
Stop Downsampling Your Data: The New Pandas Update is Actually Good
I have a confession to make. For the last five years, I’ve been lying to my stakeholders. Not big lies—just little white lies about data granularity.
Stop Renting Cloud Computers: Building a Data Stack on Localhost
I looked at my AWS bill last month and laughed. Not the happy kind of laugh. The kind that sounds a bit like a sob.
Mojo in 2025: A Python Dev’s Honest Look Under the Hood
I have a love-hate relationship with Python. We all do, right? It’s the glue holding the entire AI ecosystem together, yet every time I watch a profiler.
Keras in Late 2025: Why Transfer Learning Is Finally Boring
I spent yesterday afternoon trying to squeeze a Vision Transformer (ViT) onto a consumer-grade GPU. A few years ago, this would have been a three-coffee.
Stop Wrestling with HTML: Why I Switched to Flet
I am tired of pretending that I enjoy writing HTML and CSS. For years, every time I needed to build a user interface for a Python script or a data tool, I.
Strengthening the Core: The Future of NumPy, Scikit-learn, and Scientific Python Performance
The Python ecosystem has long been the dominant force in data science, machine learning, and scientific computing.
Revolutionizing AI Agents: Deep Dive into LlamaIndex Event-Driven Workflows and SQL Integration
Introduction The landscape of Artificial Intelligence and Natural Language Processing (NLP) is shifting rapidly.