Beyond Declarative: Rethinking Infrastructure and Code through Programming Hunches

Developers are exploring a paradigm shift from defining how systems look to specifying the properties they must satisfy, drawing inspiration from logic programming and hardware design. As AI agents increasingly manage codebases, articulating these high-level architectural rules becomes essential for maintaining system integrity and scaling complex infrastructure.