#toon

Every so often, a new data serialisation format appears and people get excited about it. Recently,...

Intro I'm build a realtime system based on Phoenix Channel. After some workload/benchmark...

If you've ever hit a context window limit mid-conversation with GPT-5 or Claude, you know the pain....

JSON won the web, but it’s failing the AI revolution. For high-volume LLM applications, JSON’s syntax...

Introduction Toon (Token-Oriented Object Notation) is a newly promoted format designed...

🎯 Introduction TOON is popular but not always optimal for nested structures. Real savings...

TOON vs JSON: A Token-Efficient Data Format for LLM Applications ...

I have been wiring TOON support with toon-token-diff into this MCP server to understand whether...

Introduction In artificial intelligence (AI) systems — especially large language models...

When working with large or nested JSON files, you often end up with bloated data structures that take...