Prompt Engineering Is Not Enough for PMs
AI-first product managers need context engineering: the living product, customer, release, and feedback context that makes agents useful.
Jul 21, 2026AI Product Management
The core topic hub for PMs learning to operate with agents, AI workflows, and living customer-facing product context.
AI-first product managers need context engineering: the living product, customer, release, and feedback context that makes agents useful.
A practical workflow for turning every shipped product change into docs, changelogs, in-app announcements, tours, and feedback prompts.
A practical template for product managers assigning work to AI agents without losing judgment, context, or review control.
Most PM AI stacks focus on internal productivity. The missing layer is the customer-facing product experience that must stay current.