6 published lessons with this tag.
Schemas need ongoing testing because the world they model keeps changing.
Incremental schema revision is less disruptive and more accurate than complete overhauls. Small, frequent updates preserve continuity with what already works while correcting what does not. Large, rare overhauls destroy functional structure alongside dysfunctional structure, overwhelm working memory, and introduce more errors than they fix.
After a decision plays out review whether your framework served you well.
The ability to build and tune feedback loops is the ability to continuously improve.
Consistent 1% improvements produce transformative results over time.
Optimization is not something you do once — it is an ongoing relationship with your systems.