Developed with Codex. I saw exceptions from bulk_extractor’s winpe scanner and asked Codex to reproduce them, trace execution, find the cause, and prepare a tested fix. It did: github.com/simsong/bulk... A thread 🧵
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Why Codex could move quickly: bounded position-aware data, modular scanners, structured diagnostics, separate recorders, real fixtures, and focused tests. AI didn’t replace software engineering; it amplified excellent underlying structure.
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PR #674 is merged. bulk_extractor 2.2.0beta1 is available now with a precompiled 64-bit Windows executable, source archive, and Snap packages: github.com/simsong/bulk...