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by johnbender 383 days ago
Formal methods like TLA provide the highest value when you have a property of the system that is subtle but should be comprehensive, which is to say you need to know it’s true for all the behaviors of the system. (Aside: this is true even if you never model check the system because modeling is a good forcing function for clarity in understanding of the system)

With that in mind you don’t have to model your whole system as long as you’re comfortable with the boundaries as assumptions in any property/theorem you prove about it! For example, unconstrained variable in a TLA spec do a reasonable job of modeling an overapproximation of inputs from the outside world, so that’s one boundary you could potentially stop at supposing the your proof can go through in that chaotic context.