Computational Foundations in Agent System Development（2025）
While developing intelligent agents, the work rarely resembles traditional feature-oriented programming. The core challenges are not UI logic or isolated functions, but the coordination of: dynamic state transitions decision-making logic under uncertainty compositional behaviors across multiple interaction contexts An agent often needs to reason, adapt, and act in ways that cannot be reduced to linear control flow or a single machine learning model. These systems operate closer to executable specifications than to conventional application code. ...