Beyond Vibe Code: Are You Production Ready?
Hosted by Assembly SF + Mission Dolores Manor + Nisha Yan + Mizan Rahman
Register with organizer
What to look forward to
This upcoming event will examine how AI-generated apps can move from quick prototypes to secure, reliable, production-ready systems that scale, with candid insights, live demos, and networking. It will bring together enterprise operators, innovation leads, founders, builders, and investors focused on taking AI software from pilot to production.
Inside the event
๐ AI Can Build an App in Minutes. But Can It Run in Production?
AI coding tools like Claude Code, Cursor, Lovable, and Replit are changing how software gets built. Today, almost anyone can turn an idea into a working application using natural language.
But building an application is only half the challenge.
What happens when your app grows from 10 users to 100,000? When your database expands from hundreds of records to millions? How do you address performance, reliability, security, and infrastructure costs?
๐ฏ From Vibe Coding to Production: What Does It Really Take?
Weโll explore some important questions
๐น Why do AI-generated applications struggle as users and data volumes grow?
๐น What does it take to transform AI-generated code into scalable, production-grade architecture?
๐น Can we automatically restructure backend code into scalable, service-oriented systems?
๐น Can we eliminate the complexity of cloud infrastructure, deployment, and ongoing maintenance?
๐น Could production-grade engineering become as simple and accessible as vibe coding?
๐ก The big question: AI has made building software easy. Can we make running it at scale just as easy?
Who Should Attend
- ๐น Enterprise operators and innovation leads stuck between pilot and production
- ๐น Founders and builders shipping vibe coded applications
- ๐น VCs and investors focus on AI scaling
What to Expect
- ๐ฏ Candid takes on what breaks at scale and how teams fix it
- ๐ค Networking with founders, execs, and VCs
๐ฝ๏ธ Dinner and drinks served
๐ฉ๐ป ๐ก Live demos
Want to Present?
Weโre looking for teams with enterprise AI tools that are live with customers, not just prototypes. Show us what it does, and tell us what you learned getting it to production.
๐ Apply to present via this Presentation Sign-up Form
Selected presenters will be notified and announced a few days before the event.
Assembly SF
Assembly SF, 270 14th St, San Francisco, CA 94103, USA. Confirm the venue with the organizer before traveling.
Open in Google Maps โDetails come from the event listing and the organizer page; registration is managed by the organizer.
Last checked: Nov 10, 2026. Confirm current availability before making plans.
Organizer page checked: Nov 10, 2026. Check registration for the latest details.