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Maverick Y

Building developer tools that show their receipts — ctxfold, toon-diff, No AI Search. Lossless or no-op, never lossy.

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How LLMLingua compresses prompts: perplexity, deletion, and trust

How LLMLingua compresses prompts: perplexity, deletion, and trust

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4 min read

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I built a readability test for my own compression format. It scored 0/24.

Column misalignment in compressed prompts

I built a readability test for my own compression format. It scored 0/24.

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Comments 10
5 min read
Differential testing found bugs in all three official TOON implementations — and outlived a moving spec

Differential testing found bugs in all three official TOON implementations — and outlived a moving spec

Comments 6
4 min read
Block Google's AI Overviews at the Network Layer, Not the DOM

Block Google's AI Overviews at the Network Layer, Not the DOM

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5 min read
I built a differential tester for TOON, and it found two silent-corruption bugs on the first run

I built a differential tester for TOON, and it found two silent-corruption bugs on the first run

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10 min read
Decades In, and a Date Field Still Got Me

Decades In, and a Date Field Still Got Me

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4 min read
Cut LLM prompt tokens on structured data — losslessly

Cut LLM prompt tokens on structured data — losslessly

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3 min read
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