A developer has released @srtv/toondash, a new data utility library designed to query, slice, and transform data payloads for AI workflows. The library natively ingests both standard JSON and compress…
Developer Ayush SRT has released @srtv/toondash, an open-source JavaScript library that enables direct manipulation of Token-Oriented Object Notation (TOON) streams without decoding them into JSON obj…
Developer activeing123 released mcptoon v0.2.0, a token-efficient MCP CLI client that reduces MCP tool discovery token usage from 10,000+ to 350 tokens by outputting TOON (Token-Optimized Object Notat…
A developer created TOON, a compact data format that reduces LLM prompt tokens by 30-60% for repetitive JSON arrays by declaring keys once and listing values row by row. The format is designed for dev…
A developer reports that switching from JSON to TOON for structured output, using condensed markdown, and replacing long instruction lists with multi-shot examples reduced their LLM pipeline costs by …
A new GitHub repository for RAIF (Repairable AI Interchange Format) claims a line-oriented, value-first wire format that reduces token cost by about 14% compared to JSON and self-repairs common LLM ge…