Noos - Where Thought, Code, and Craft Converge

Tokuin: A Rust CLI for LLM token counting, cost estimation, and load testing. Analyze prompts, compare models, and test APIs with reliable token intelligence.

Build REST APIs with shell scripts using mock framework. Lightweight API prototyping without heavy frameworks—perfect for testing, mocking, and quick integrations.

Java vs Rust performance benchmark: ROUGE-L implementation comparison shows dramatic speed differences. Same algorithm, same results, wildly different execution times.

Why AI prototypes fail in production: technical debt, scalability issues, and the gap between research and production ML systems. Real-world observations.

Solving Zola static site generator routing issues: how root-level pages work differently than expected. Quick fix for about page and section configuration.