Legacy systems create gravity wells that trap teams in yesterday's decisions. Learn how to escape with clear intent, conscious pivots, and AI-assisted development.
Fix the broken handoff in human AI collaboration
The real problem isn't your tools-it's the hard boundary between your intent and their logic. Learn to treat that boundary as a meeting place for better workflow.
Human Machine Interface Design: Building Thresholds Not Walls
Stop treating the human machine interface like a barrier. Design it as a meeting place where reasoning shapes system logic, with concrete examples and protocols.
AI Cognitive Extension vs Labor Tool: Why Debates Miss the Point
Most AI arguments talk past each other because they're about different jobs: labor tool vs cognitive extension. Here's how to recognize the split and operate across both modes.
Cognitive Extension: The Missing ChatGPT Use Case
Most AI usage reports miss the real pattern. Nearly 80% of ChatGPT usage involves cognitive extension—people scaffolding thoughts, not outsourcing minds.