Agent Engineering: The New Discipline Shaping Reliable AI Agents Today's AI agents present unique challenges that set them apart from conventional deterministic software. While traditional software relies on predictable inputs and outputs, agents must interpret ope... agent engineering AI agents data science iterative design LLMs product management software development