Explains DeepSeek v2 and v3's Mixture of Experts architecture using a hospital analogy, covering expert specialization, routing, load balancing challenges, and cross-node communication.
When AI Becomes Your Direct Report: Three Management Pitfalls Tech People Must Overcome
Uses a debugging session to illustrate three key AI management skills: resisting the urge to take over, providing visual context instead of vague complaints, and teaching methodology rather than giving answers—the shift from IC to manager mindset.
Taking Cursor's Intelligence to the Next Level with Multi-Agent
How separating Planner and Executor roles, enforcing document-based communication, and using o1 as Planner transformed Cursor from a simple assistant into a multi-agent system.
A Beginner's Guide to Funnel Analysis, Using ZWO as an Example
Learn funnel analysis through ZWO's product strategy: how ASI Air and Seestar break down barriers in astrophotography, and how distributed devices could transform scientific research.
The Dilemma of Agentic AI: How to Solve the Productionization Challenge?
Why Agentic AI often achieves only 70-80% completion: broken self-iteration loops due to missing perception and subjective standards, and how to fix them.