automation

A CLI Can Work for People and Agents

Structured CLI output and API schema discovery make Vizzly useful in scripts and coding tools.

The 40% Problem: Why Dynamic Content Breaks Visual Testing

Nearly half of visual test reviews are wasted on timestamps, session IDs, and dynamic content. Here's how Vizzly's auto-approval system gives you that time back.

The automatic approval and hot spot features in this post are no longer part of Vizzly.