Briefing agents
How to turn fuzzy design requests into constraints, examples, review criteria, and implementation plans.
A practical learning institution for designers briefing agents, shaping context, reviewing outputs, and turning experiments into repeatable workflows.
Designers are no longer only asking a model for a screen, a critique, or a block of code. They are shaping project rules, design systems, screenshots, skills, review gates, and agent-specific files that guide the work.
This school focuses on the practical side of that shift: how to brief an agent, give it the right context, make its work reviewable, and keep human design judgment in the loop.
Sam Mozaffari is an experience designer based in Sydney, working across team member and customer experience. His practice brings together service design, research, large-scale data analysis and applied AI. Conversations and observation sit alongside broader datasets so patterns can be checked for how widely they appear. He also builds tools for research synthesis and insight exploration: AI helps organise and interrogate evidence, while source checking and human review stay in the loop.
The aim is informed change — enterprise systems, service standards, and day-to-day operations that work better for customers and team members. Seven years in design; focus across service design, experience design, transformation consulting, and applied AI.
Sam Mozaffari — portfolioThe curriculum starts with everyday design workflows and moves toward reusable agent systems, multi-agent work, visual QA, and publishing loops.
How to turn fuzzy design requests into constraints, examples, review criteria, and implementation plans.
How DESIGN.md, AGENTS.md, skills, screenshots, tokens, and project files give agents a usable working memory.
How to use visual QA, accessibility checks, critique loops, and merge reviews before trusting agent-made work.
The living books stay open on GitHub as the knowledge core. Independent lessons and courses teach how to operate them. Repeated patterns become workflows; the newsletter carries updates as tools and practices change.
Long-form articles with practical examples and project structures.
Books that develop the deeper curriculum and mental models.
Workflow templates for briefing, prototyping, reviewing, and updating work.
Field notes and newsletter updates as tools and practices change.
Registered business details and support contact for Agentic Design School.
New examples, article updates, workflow templates, and tool observations arrive here before they become part of the larger curriculum.
Newsletter detailsThe school focuses on design education and workflows. Sam's broader practice notes and portfolio live on his site.
Visit Sam's portfolioThe school is grounded in files, screenshots, prompts, token structures, QA notes, and project workflows that a designer can inspect and adapt.
Pay once. Yours to keep, with updates. Teams, campuses, and sponsors get structured packages.