

AI-Native Builder Accountability Session
Compare notes. Kill what's not working. Ship what is.
A free quarterly session for PMs, engineers, designers, founders, and operators who are building with AI — and want honest peer accountability, not another product demo.
Most AI content is hype. This session isn't.
Every quarter, a small group of builders gets together to have the conversation that doesn't happen in Slack or LinkedIn. The real one about what AI tools are actually saving time, what looked promising but flopped, and what workflows are genuinely changing how we work.
What we cover:
Which tools people are actually using week-to-week (not just testing)
Adoption blockers — what's getting in the way at work or in your team
Workflow patterns that are working across different roles
How to build AI-native habits that stick
Open Q&A and peer problem-solving
Format:
60 minutes, online via Zoom
Small group (max 30 people) so everyone can contribute
Facilitated by Patricia — no slides, no pitch, no selling
Quarterly cadence: one session per season
Who it's for:
You're a good fit if you're a PM, engineer, designer, founder, or operator who is already using AI tools in some form and wants to get more intentional about it. You don't need to be an expert. You just need to show up curious and willing to share honestly.
What this is NOT:
A product demo
A sales webinar
A lecture
This IS:
A peer conversation among people who are figuring this out together
A place to say "I tried X and it failed" without judgment
A way to shortcut 3 months of trial and error by hearing what others are learning
Host:
Patricia Juarez Muñoz — Senior Engineer at AWS, AI adoption lead, and builder of WonderLead. Patricia ran AI literacy programs across teams at AWS in Berlin, turning weekly learning sessions into a 6-month community of practice across organizations. She's been where you are, and she facilitates these sessions so the group does the talking.
Register:
Free. Spot is yours once you sign up. We'll send a reminder 48 hours before and a Zoom link the morning of.
Who It’s For
Product Managers, Engineers, Designers, Founders, Operators, Team Leads
You don’t need to be an expert. Just show up curious and willing to share honestly.
What People Say
“What started as a series of demo and sharing sessions quickly evolved into a lasting community of learning that continued for more than six months.”
Olga Madejska — Head of Cloudscape Design System, AWS