Reflection、Tool Use、Planning、Multi-Agent Collaboration，这四种模式构成了这次转移的基础构件，理解它们的意义不停留在理论层面；它直接决定了最终产出的是一个演示用的原型，还是一个能在生产环境中持续运行的系统。

OpenAI reported $20 billion in annualised revenue for 2025. They’re targeting $125 billion by 2029. The gap between those two numbers is a bet that a company built on subscriptions can reinvent itself ...

Prioritise high-impact user journeys and critical risks over exhaustive checklists to ensure essential product functions remain reliable and user-focused through a product-minded testing approach. 🤖 ...