Why TOON Matters for AI & LLM Teams
Understand how TOON shrinks prompts by 30-60%, speeds up inference, and keeps structured data human-readable.
“TOON lets us ship bigger prompts without paying premium rates.” — Infra Lead, Horizon LabsRead article
Ideas, guides, and field notes for token-efficient AI pipelines.
Explore why Token-Oriented Object Notation (TOON) matters, learn best practices, and copy-paste ready examples for your next integration.
Understand how TOON shrinks prompts by 30-60%, speeds up inference, and keeps structured data human-readable.
“TOON lets us ship bigger prompts without paying premium rates.” — Infra Lead, Horizon LabsRead article
Learn the fastest way to convert JSON ↔ TOON directly from your pipelines, with ready-to-run code.
Hook TOON into CI once and every prompt becomes cheaper overnight.Read article
Our REST API, validation helpers, and open-source converter make it easy to ship token-efficient prompts in minutes.