Noos - Where Thought, Code, and Craft Converge

Tokuin: Token Intelligence for LLM Developers

4 minute read Published: 2025-11-07

A look at Tokuin, a ground-up token analysis and load-testing CLI for LLM prompts, why it exists, what it offers today, and where it's headed next.

mock: Build APIs with Shell Scripts, Not Frameworks

2 minute read Published: 2025-11-05

mock is a lightweight API framework that lets you build endpoints using shell scripts—perfect for prototyping, testing, and quick integrations.

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.