A practical explanation of the Vibe Coaching Sprint: live 1:1 coaching, implementation of your own use case, and the fundamentals that make you an implementer.

How PMs can use AI to build prototypes that become real systems: specs, data models, and a production-minded workflow.

A practical guide to designing workflow automation with AI: boundaries, approvals, confidence thresholds, and logging.

How marketing managers can build a simple marketing system with AI: capture, qualify, report, and iterate.

A simple mental model for decision makers: AI makes intelligence cheap, but implementation and systems thinking become the scarce skill.

How non-technical doctors can build internal clinic tools with AI: intake workflows, dashboards, and safe human-in-the-loop processes.

A non-academic explanation of databases for non-engineers: entities, relationships, validation, and why it matters for production apps.