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  1. invariant-thinking invariant-thinking Public

    A framework for learning and reasoning under accelerated technological change by identifying invariants, testing their boundaries, and focusing effort on the true learning delta.

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  2. engineering-intelligence-system-methodology engineering-intelligence-system-methodology Public

    A governed methodology for AI-assisted software engineering built around explicit context, task contracts, deterministic verification, evidence, durable memory, reconciliation, and human control.