Observed arrival · 2026-08-31
QA Reef, the browser workflow with four lives
A CLI-first browser automation engine that records a workflow once, then turns it into tests, data-entry jobs, scrapers, or an HTTP API.
Field notes
QA Reef captures browser actions and represents them as Playwright, while retaining screenshots, traces, alternate locators, and a decided_by record for model steps. The same flow can accept swapped inputs through a spreadsheet or HTTP request, turning a site without an API into a callable endpoint. Homepage demonstrations cover a hotel booking flow, OCR over a frameset-era county portal, and deployment checks across routes such as /checkout and /legal.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue