Probabilistic engineering and the 24-7 employee
Summary
Tim Davis argues that software is becoming a probabilistic system and that AI-native teams operate as an 'agentic fleet' of parallelized agents. He details how roles are fragmenting, the shift from deterministic to probabilistic engineering, and the implications for training, governance, and organizational design as we build for models not yet shipped.