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Rahul Agarwal

Founder | Agentic AI... • 17h

If you know TOON, you’re ahead of 99% of people. JSON is dead. TOON is for modern AI systems. If you’re still sending JSON to your LLMs… you’re wasting money. 𝗧𝗢𝗢𝗡 (𝗧𝗼𝗸𝗲𝗻-𝗢𝗿𝗶𝗲𝗻𝘁𝗲𝗱 𝗢𝗯𝗷𝗲𝗰𝘁 𝗡𝗼𝘁𝗮𝘁𝗶𝗼𝗻) is the new standard built specifically for modern AI systems. JSON is bloated. Repetitive. Filled with quotes, keys, and braces that LLMs don’t need. TOON removes all this noise, making your prompts 𝗹𝗶𝗴𝗵𝘁𝗲𝗿, 𝗳𝗮𝘀𝘁𝗲𝗿, 𝗮𝗻𝗱 𝗳𝗮𝗿 𝗺𝗼𝗿𝗲 𝗟𝗟𝗠-𝗳𝗿𝗶𝗲𝗻𝗱𝗹𝘆. ✅ What TOON delivers • 30–60% 𝗳𝗲𝘄𝗲𝗿 𝘁𝗼𝗸𝗲𝗻𝘀 for uniform arrays • 𝗛𝗶𝗴𝗵𝗲𝗿 𝗮𝗰𝗰𝘂𝗿𝗮𝗰𝘆 due to explicit field sets & lengths • 𝗖𝗹𝗲𝗮𝗻𝗲𝗿 𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 with minimal syntax • 𝗙𝘂𝗹𝗹 𝗰𝗼𝗺𝗽𝗮𝘁𝗶𝗯𝗶𝗹𝗶𝘁𝘆 with JSON (convert in/out instantly) JSON vs TOON Same data → up to 60% 𝗳𝗲𝘄𝗲𝗿 𝘁𝗼𝗸𝗲𝗻𝘀 → better comprehension. The numbers speak: • 64% 𝘁𝗼𝗸𝗲𝗻 𝘀𝗮𝘃𝗶𝗻𝗴𝘀 for tabular data • ~74% 𝗿𝗲𝘁𝗿𝗶𝗲𝘃𝗮𝗹 𝗮𝗰𝗰𝘂𝗿𝗮𝗰𝘆 (vs ~70% with JSON) • 76% 𝗯𝗲𝘁𝘁𝗲𝗿 𝗰𝗼𝘀𝘁-𝗲𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝗰𝘆 per 1,000 tokens For teams running 𝗮𝗴𝗲𝗻𝘁𝘀, 𝗥𝗔𝗚 𝗽𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀, 𝗽𝗿𝗼𝗱𝘂𝗰𝘁 𝗰𝗮𝘁𝗮𝗹𝗼𝗴𝘀, 𝗹𝗼𝗴𝘀, 𝗺𝘂𝗹𝘁𝗶-𝘁𝗼𝗼𝗹 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀, 𝗼𝗿 𝗹𝗼𝗻𝗴-𝗰𝗼𝗻𝘁𝗲𝘅𝘁 𝗽𝗿𝗼𝗺𝗽𝘁𝘀, the savings compound fast. Don't see TOON as a JSON replacement. TOON isn’t a new API format. It’s becoming the 𝗻𝗲𝘄 𝘀𝘁𝗮𝗻𝗱𝗮𝗿𝗱 𝗳𝗼𝗿 𝗟𝗟𝗠 𝗰𝗼𝘀𝘁-𝗲𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝗰𝘆. Your app still uses JSON. Only your LLM sees TOON. ➡️ JSON → TOON → LLM → back to JSON Fast. Accurate. Built for LLMs. If your company uses modern AI systems, this can save a lot of money, compounding over time. ✅ Repost for others in your network who can benefit from this.

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