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HERO = Hashing · Edge cases · Rubrics · Overbuild — the four shapes coding agents over-defend in. A paste-in contract that stops them. Works with Claude Code, Codex, Antigravity, Cursor, Copilot, Windsurf, Gemini CLI.

Data structure and relevant algorithms for extremely fast prefix/fuzzy string searching.

uPickle: a simple, fast, dependency-free JSON & Binary (MessagePack) serialization library for Scala