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AI-assisted Software Engineering

By Skander , 10 March, 2026

Building a Web Application with AI: My Experience with Vibe Coding and AI-Assisted Software Engineering

Librarian app
Can AI build a real web application from a single prompt? I recently experimented with this idea by developing a personal librarian app using tools like ChatGPT, Copilot, and Codex. In less than 30 hours, the project went from an initial prompt to a working application—and along the way it revealed where AI dramatically accelerates development and where engineers still need to take the wheel.
By Skander , 27 January, 2026

When Free LLMs Turned Restrictive: Lessons from Building a YouTube Recommender with Gemini

Gemini API agressive rate limits

Google’s generous free-tier limits once made Gemini an ideal platform for experimenting with LLM-powered applications. When those limits quietly changed, a YouTube recommendation system that had worked reliably for months suddenly stopped functioning. This post recounts that experience and explores what it reveals about the hidden risks of building on third-party AI platforms.

By Skander , 13 January, 2026

Web Design in the Age of Artificial Intelligence – My Personal Experience

Web design with AI

I am not a web designer by training, yet web design has been a recurring part of my work for nearly two decades. Building single page applications means dealing with HTML, CSS, and layout decisions whether one enjoys it or not. For a long time, I approached web design pragmatically, learning just enough to make things work, while never feeling fully in control of the result. Recently, that changed.

AI-assisted Software Engineering

My Apps

  • One-dimensional Cellular Automata Simulator
  • Collatz (Syracuse) Sequence Calculator / Visualizer
  • Erdős–Rényi Random Graph Generator / Analyzer
  • KMeans Animator
  • Language Family Explorer

New Articles

What Started as a PHP Security Patch Became a Full Server Upgrade
Modeling Passenger Behavior and Subway Platform Congestion During Service Disruptions with NetLogo
Superintelligence — Reflections on Nick Bostrom's Most Influential Book on AI
Agent-Based Modeling: Exploring Complexity Through Simulation
Pedalytics, Part 1 — Scoping, Architecting, and Generating an MVP with AI

Skander Kort