I Let an AI Audit My Product. It Found 33 Bugs.

Miro

May 11, 2026

33 design bugs. One AI prompt. Zero user tests.

In this video, Mathias Davidsen: GM of Prototypes at Miro, walks through three AI workflows changing how products get built, validated, and shipped. Whether you're a product manager, designer, or engineer, this is how AI is starting to replace weeks of prototyping work in a single afternoon, without breaking your design system or losing user context.

What's the worst usability bug an AI has caught in something you shipped? Drop it in the comments, we read every one.

🔥 What you'll see:
→ How to evolve existing products with AI by pulling PRDs from Confluence directly into your Miro board
→ How Miro Sidekick runs a forensic usability audit against Nielsen's 10 Heuristics and surfaces 33 violations in a single prompt
→ How to hand a Miro prototype to Claude Code via MCP and get a pixel-perfect React app on the other side

⏱ Chapters:

0:00 — The three AI workflows changing prototyping

0:45 — Workflow 1: Evolving existing products with AI

1:30 — Pulling a PRD from Confluence into Miro

2:30 — Editing your prototype with Miro Sidekick

4:00 — Workflow 2: Synthetic validation with Nielsen's 10 Heuristics

5:00 — The audit that found 33 violations in one prompt

7:00 — Workflow 3: Handoff to build with Claude Code + Miro MCP

8:00 — From Miro prototype to working React app

8:40 — Where this is going next

🛠 Tools featured:

Miro Sidekick — Miro's native AI in the canvas
Claude Code (via Mrio MCP)
Confluence (PRD source)
Miro MCP

�� About Miro:
Miro is the AI innovation workspace. Over 100 million people use Miro to imagine, plan, and build the future of their products and businesses.