First principles

Reasoning from the underlying facts and constraints rather than by analogy to what others do. It is the move that ends an argument stuck on precedent — how many requests, how much data, what latency is actually required — and it usually shrinks the problem dramatically. It is expensive, which is why it belongs on decisions that are one-way, and why using it on everything is its own dysfunction.