Short Post Thread Experimentation OS System

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Build a full experimentation operating system for short-post expansions, including hypotheses, controls, scoring, and iteration loops. Engineered as an operator-grade system output with sequencing logic, risk controls, and execution checkpoints. Signals system-level value with a phased workflow, diagnostic decision checkpoints, and measurable conversion controls.