Signal-Driven Planning

Foundations

The Content Lifecycle Redesigned

How AI Changes Every Stage from Creation to Retirement

The four-stage lifecycle — plan, create, publish, archive — is built on assumptions AI has already invalidated. Every stage needs rethinking. Not the tools. The operating logic.