Ideas & practice

Writing

Notes on designing useful learning, building durable content systems, and working with AI without giving up human judgment.

Featured

A human-in-the-loop content framework where people set the standard and AI scales the work.

A practical instructional design process from project intake through evaluation.

A 90-day blueprint for building a SaaS customer education academy with admin certification and AI content pipelines.