Helping designers become AI-native
I'm leading a team to help Toast designers become AI-native through a shared growth framework, workflow library, and a playbook for shipping frontend production code with AI.
Toast / 3 designers / ongoing
Helping designers become AI-native
I'm leading a team to help Toast designers become AI-native through a shared growth framework, workflow library, and a playbook for shipping frontend production code with AI.
Toast / 3 designers / ongoing
How can we help designers elevate their craft in an AI-native world?
How can we help designers elevate their craft in an AI-native world?
Goal
Define a clear progression from baseline to advanced AI usage and help designers get there.
Goal
Define a clear progression from baseline to advanced AI usage and help designers get there.
From a survey of 9 designers
89%
want to learn about advanced workflows
78%
want to see examples from actual projects
56%
said "too many options" blocks AI usage
From a survey of 9 designers
89%
want to learn about advanced workflows
78%
want to see examples from actual projects
56%
said "too many options" blocks AI usage
“
Is everybody using Claude Code now? I feel so behind...
Toast designer
“
Is everybody using Claude Code now? I feel so behind...
Toast designer
Growth Framework
A framework to feel prepared, not pressured
AI is changing fast enough that keeping up can feel like a job in itself. Without a shared sense of what we're working toward, it's easy to always feel behind. I'm building a framework that maps out what AI fluency actually looks like, so designers can focus on where they are and where they want to grow next.
Growth Framework
A framework to feel prepared, not pressured
AI is changing fast enough that keeping up can feel like a job in itself. Without a shared sense of what we're working toward, it's easy to always feel behind. I'm building a framework that maps out what AI fluency actually looks like, so designers can focus on where they are and where they want to grow next.
Currently getting feedback on the framework
Currently getting feedback on the framework
Currently getting feedback on the framework
Working on a quiz to help designers self-assess and connect them to resources
Working on a quiz to help designers self-assess and connect them to resources
Working on a quiz to help designers self-assess and connect them to resources
AI Workflow Library
Turning Slack shares into a searchable library
Designers are constantly sharing AI workflow examples across Slack channels. It's hard to keep up, and manual curation is too time-consuming to maintain. So I built an automation instead with Claude Code.
AI Workflow Library
Turning Slack shares into a searchable library
Designers are constantly sharing AI workflow examples across Slack channels. It's hard to keep up, and manual curation is too time-consuming to maintain. So I built an automation instead with Claude Code.
How it works

How it works

How it works

What brings me joy: this fallback when the free Gemini API goes down (often)

What brings me joy: this fallback when the free Gemini API goes down (often)

What brings me joy: this fallback when the free Gemini API goes down (often)

Multitasking can be fun when you have a lot of ideas
Multitasking can be fun when you have a lot of ideas
Multitasking can be fun when you have a lot of ideas
Advanced Workflow: Code
Shipping frontend production code with AI
My teammates started a playbook for contributing to production code with AI. To shape this, I'm collaborating with engineers to strengthen shared ownership of shipped product quality. This includes shipping PRs and experimenting with plugins to a) lower the barrier for designers and b) make it easier for engineers to review.
Advanced Workflow: Code
Shipping frontend production code with AI
My teammates started a playbook for contributing to production code with AI. To shape this, I'm collaborating with engineers to strengthen shared ownership of shipped product quality. This includes shipping PRs and experimenting with plugins to a) lower the barrier for designers and b) make it easier for engineers to review.
Tinkering with Claude plugins to help with PRs

Tinkering with Claude plugins to help with PRs

Tinkering with Claude plugins to help with PRs

What's next
From team proof of concept to org-wide practice
We're pressure-testing within our smaller design team and collecting adoption and engagement signals. Next I'll socialize with design ops to formalize and scale for all 100+ Toast designers, so we can continue to raise the bar together.
What's next
From team proof of concept to org-wide practice
We're pressure-testing within our smaller design team and collecting adoption and engagement signals. Next I'll socialize with design ops to formalize and scale for all 100+ Toast designers, so we can continue to raise the bar together.
Keep reading
Keep reading
Keep reading



