Apps

By Skander, 27 January, 2026

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

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.

Gemini API agressive rate limits
By Skander, 2 December, 2012

A K-Means Clustering Animator

UPDATE: KMeans Animator is now part of SKapps.

 

This JavaScript application implements the popular k-means clustering algorithm. Intermediate clusters and centroids are drawn at every step.

k-means is an iterative, simple and fast clustering algorithm. It groups a set of n data points into k clusters. The number of clusters being a prameter of the algorithm.

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