Claude Code Reverse Engineering: xxHash64 Signing Mechanism Explained

Reverse Engineering Claude Code's API Request Signing

An in-depth reverse engineering analysis of Claude Code’s API request signing mechanism, revealing how the cch hash and xxHash64 are implemented, the secrets of Bun’s runtime, and how Anthropic protects API calls with native code.

April 2, 2026 · 7 min · 1444 words · 梦兽编程
Neural Network Reverse Engineering Puzzle: From Weight Matrix to Hash Function

Neural Network Reverse Engineering: When Machine Learning Becomes a Puzzle Game

Jane Street released a special ML puzzle: given the complete neural network weights, find an input that makes it output non-zero. This isn’t a typical black-box attack - it requires truly understanding what the network is computing. A college student spent days, going from linear programming to SAT solvers, and finally discovered the network was hiding an MD5 hash function.

February 28, 2026 · 9 min · 1772 words · Monster Beast Programming
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