Noos - Where Thought, Code, and Craft Converge

Java vs Rust: A ROUGE-L Performance Comparison

5 minute read Published: 2025-11-02

Comparing ROUGE-L implementations in Java and Rust: same algorithm, same results, dramatically different performance. What I learned from this fun experiment.

What Happens When Prototypes Try to Go to Production

3 minute read Published: 2025-11-02

Observations from building AI systems: why prototypes struggle to become production-ready, and what the research shows.

The Zola About Page Puzzle: When Root Sections Bite Back

3 minute read Published: 2025-11-02

A quick dive into how Zola handles root-level pages differently than you might expect, and the simple fix that resolved everything.

Rust Macros vs Functions: What Java and Python Developers Should Know

3 minute read Published: 2025-11-01

A quick guide to understanding Rust macros, with comparisons to Java and Python concepts for developers new to the language.

Covers on Autopilot — Why I Let AI Paint the Edges

4 minute read Published: 2025-10-30

A small, stubborn problem (blog covers) turned into a simple, reliable pipeline: prompt, generate, embed. Notes on the choices, the bumps, and the GitHub Actions that make it all work.