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Executable Documentation: When Your Comments Become Tests

Executable Documentation: When Your Comments Become Tests

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7 min read
The Real Cost: Token Savings Calculator for Engineering Teams

The Real Cost: Token Savings Calculator for Engineering Teams

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2 min read
Hindley-Milner for LLMs: Type Inference Without Annotations

Hindley-Milner for LLMs: Type Inference Without Annotations

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2 min read
JIT vs Interpreters: Benchmarking LLM-Generated Code Execution

JIT vs Interpreters: Benchmarking LLM-Generated Code Execution

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3 min read
Compilation for LLMs: Why a Language for Models Needs Native Code

Compilation for LLMs: Why a Language for Models Needs Native Code

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4 min read
Token Efficiency: 16 Algorithms, 5 Languages, Zero Guesswork

Token Efficiency: 16 Algorithms, 5 Languages, Zero Guesswork

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4 min read
Type-Guided Constrained Decoding: How to Stop LLMs from Hallucinating Code

Type-Guided Constrained Decoding: How to Stop LLMs from Hallucinating Code

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7 min read
The Anatomy of BPE: Why Python Wastes 46% of Tokens

The Anatomy of BPE: Why Python Wastes 46% of Tokens

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6 min read
Why Every Token Costs More Than You Think

Why Every Token Costs More Than You Think

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6 min read
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