Literate Programming in the AI Agent Era

AI Agents Finally Make Literate Programming Worth Trying

Literate programming has been around for 40 years but never caught on — because maintaining parallel narratives of code and prose is exhausting. AI agents change that equation entirely.

March 9, 2026 · 5 min · 898 words · rex
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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