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The four core disciplines of my AI engineering framework and the argument behind their weights - why the prompt sits at the bottom of the stack at 8 points, why the specification sits at the apex at 22, and the sentence in my own document that its own table contradicts.
The transformation map between my two frameworks - what each of the seven traditional disciplines became among the AI-era eight, what split, what transferred with its weight intact, what dissolved into sub-disciplines, and the fifth learning-stack discipline that is deliberately not on the list.
The highest-leverage discipline in the stack is writing down what done looks like - what a specification must contain before an agent can execute for hours against it, and what Addy Osmani's 80% problem actually says about the work that remains.
