

From Vibe-Coding to Viable Products: How AI-Native Teams Ship
AI can now generate features in hours…but turning that code into a product customers actually trust? That’s where most teams get stuck.
In this tactical session with OrangeLoops, we’re breaking down how AI-native startups are moving beyond “vibe-coding” and building real, scalable products. You’ll learn the operating systems these teams use to ship quickly without sacrificing quality, structure, or user trust.
We’ll cover:
How to run spec-first micro-sprints that keep AI-generated builds aligned with real product goals
What “agent lanes” look like in practice (Claude Code, Codex, OpenCode)...and how to use them effectively
Building verification systems (“quality guilds”) to catch issues before your users do
Structuring context files, deterministic workflows, and tool stacks across each stage: idea → MVP → scale
Closing the loop with customer feedback and instrumentation that actually informs what to build next
You’ll also get a behind-the-scenes look at real metrics from agent-built products - what’s working, what’s breaking, and where teams are seeing speed and impact.
If you’re an early-stage founder experimenting with AI (or feeling stuck between speed and structure), this session will give you a clear playbook to do both with no fluff, just showing you how to actually ship.
Thank you to our partner, OrangeLoops, for hosting this event with us!
About OrangeLoops:
OrangeLoops is a digital product agency focused on helping companies build, go to market, and evolve digital products, as well as undergo digital transformation processes.