The Context Flywheel: Winning on Context, Not Models

The Context Development Lifecycle described four stages: generate, evaluate, distribute, observe. That was the what. The flywheel is the why. Better context produces better agent output. Better agent output generates better signals. Better signals produce better context. Each cycle compounds. By the tenth iteration, the team that invested in context is operating at a fundamentally different level…