From Stochastic Parrots to Reasoning Agents: Why the Shift to 'System 2' AI Thinking is Redefining the Developer Roadmap in 2025
How the transition from large-language-model mimicry to System 2 reasoning agents changes architecture, tooling, and evaluation for developers in 2025.