Technology
Nov 02, 2025
Why Data Portability Matters: The Case for File-Based Data Structures
In today’s digital landscape, data is the lifeblood of organizations. Yet, too often, data gets locked into proprietary systems, siloed databases, or vendor-specific formats. This lack of portability stifles innovation, increases dependency, and creates inefficiencies. As an integration and data specialist, I’ve seen firsthand how embracing file-based data structures can unlock flexibility, resilience, and control—empowering both businesses and individuals to harness their data’s full potential.
The Importance of Data Portability Data portability is the ability to move data seamlessly between systems, platforms, or environments without losing functionality or context. It’s not just a technical nicety; it’s a strategic imperative. Here’s why: Avoid Vendor Lock-in: Relying on a single vendor...
Projects
Oct 17, 2025
How a Single Button Transformed Ergonode PIM Workflows: A Case Study in Enterprise Automation
What starts as a "simple" request—like adding a button to duplicate products—can uncover layers of technical and architectural challenges. When I built a Chrome extension for Ergonode PIM, the goal was straightforward: replace a cumbersome, multi-step process with a single click. But delivering that simplicity required solving for SPA navigation, dynamic DOM manipulation, and Chrome extension constraints. This is the story of how we turned a routine task into a lesson in enterprise efficiency—an
Here’s your refined draft with a clear H1 title, a standalone intro (no subheading), and the rest of the text as requested: H1 Title: How a Single Button Transformed Ergonode PIM Workflows: A Case Study in Enterprise Automation Intro: What starts as a "simple" request—like adding a button to duplica...
Projects
Oct 16, 2025
Why I Built a Parking Proxy—and What Cities Can Learn from Open Systems
Every year, the same ritual: my kids’ birthday parties. Friends and family from all over the country park in my street, and the hassle begins. "Do you have a discount code for me?" I did, but visitors couldn’t use it. I had to log in, enter four license plates, and pay over €30 upfront—with a resident discount, but still. It wasn’t just inconvenient for me; it was especially frustrating for parents with newborns, elderly guests, and anyone who just wanted to park independently.
Introduction: A Parking Problem as a Catalyst for Innovation Every year, the same ritual: my kids’ birthday parties. Friends and family from all over the country park in my street, and the hassle begins. "Do you have a discount code for me?" I did, but visitors couldn’t use it. I had to log in, ente...
Technology
Oct 15, 2025
Mistral Small 3.1: Power, Speed, and Openness in a Single Model
The AI landscape is shifting toward smaller, more efficient models—and Mistral Small 3.1 is setting the new standard. With 24 billion parameters, a 128k-token context window, and multimodal capabilities (including image recognition and OCR), this open-source model delivers both power and agility. It achieves 150 tokens per second, supports 21+ languages, and outperforms competitors like Gemma 3 and GPT-4 Omni Mini in benchmarks.
Introduction: The Rise of Small Language Models in 2025 In 2025, the AI industry is witnessing a clear shift from large, resource-intensive language models (LLMs) to smaller, more efficient models (SLMs). These compact models offer significant advantages: they are cost-effective, faster, and better...