Probabilistic Systems

Programming has always been a ladder of abstractions, and every layer kept the same quiet promise: same input, same output, every time. AI agents are the first abstraction that breaks the rule. Here's why that changes everything — and what it takes to build dependable systems on top of a probabilistic substrate.