Articles

Daily practical writing for product managers building AI-assisted workflows.

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 AI-First Release Communication Workflow

A practical workflow for turning every shipped product change into docs, changelogs, in-app announcements, tours, and feedback prompts.

Jul 20, 2026Release Communication

A practical template for product managers assigning work to AI agents without losing judgment, context, or review control.

Jul 19, 2026AI Agents

Most PM AI stacks focus on internal productivity. The missing layer is the customer-facing product experience that must stay current.

Jul 18, 2026Product Experience

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A practical checklist for turning discovery, feedback, releases, docs, tours, and surveys into repeatable AI-assisted workflows.

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