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Why Demo Mode Should Be a First-Class Feature
AI & Automation 3 min read

Why Demo Mode Should Be a First-Class Feature

Building a sandboxed demo environment taught me that onboarding isnt just UX—it's architecture.

NC

Nino Chavez

Product Architect at commerce.com

When you build software with AI from day one, you’re not just writing code—you’re designing a system that can build systems.

Last week, I kicked off development on a custom tournament manager for my volleyball series. Day 1 was all scaffolding: schema, auth, RLS, coding conventions, AI config, tests—the foundational work that makes iteration safe.

By the end of week 2, I shipped a full Demo Mode—an isolated, offline simulation of the real app that users can explore without logging in or touching production data.

The Problem

The app is useful—but only after you set up teams, pools, and matches. That means you need to log in, you need real data, you need to understand how the app works. This is a huge barrier for new users.

I wanted a way to let anyone try the app for real—generate a tournament, run pools, assign matches—without ever signing up or risking production data. Not a static walkthrough. Real functionality in a sandbox.

The Process

I started with a high-quality question: “Would it be feasible to develop a feature that acts like an isolated demo site? Where users can run through both admin and public features like on a real app but without needing to log in or worry about data bloat.”

The response from GPT pointed me in the right direction: I could shim or stub certain server logic to run client-side in demo mode. Since I already had offline mode implemented, a client-side storage approach would work.

The constraints crystallized: fully interactive, no backend writes, reuse core logic where possible, shim edge functions if needed, persist data locally per session.

Then I shifted to Kilo for implementation. The execution plan: add demo mode toggle, build session-based mock DB, shim edge logic, guard all mutations, handle UI states, test isolation.

What Shipped

In under a week:

  • Public demo access
  • Simulated team/pool/match generation
  • Offline-safe state management
  • Production system completely untouched

Anyone can build a demo site. But building one that integrates safely into your live app—with no shortcuts, no risk—is different.

What I Learned

This wasn’t just about the feature. It was a test of the system I’d built:

  • Were my docs useful to AI? Yes.
  • Did architectural safeguards hold? Yes.
  • Could I safely inject a major feature with AI support? Yes.
  • Did I trust my own tools? Yes.

The uncomfortable realization: I almost skipped Demo Mode because it felt like a “nice to have.” But onboarding isn’t UX polish—it’s architecture. The friction users experience before they see value is just as important as the value itself.

Now Demo Mode is on my checklist for every new project. Not as an afterthought. As infrastructure.

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