HiTest Blog

Insights on AI QA, browser automation, and release workflows for teams shipping product-critical software.

Repeated failure reports pass through reproduction and verification before becoming actionable issues.

WorkflowNov 2, 202610 min read

AI Can Find More Bugs Than You Can Fix. Now What?

More valid bug reports can still overwhelm a team. A runnable example shows how to separate repeated failures, shared causes, and independent authorization defects.

Code review, deterministic checks, and a browser journey contribute separate evidence to the same release candidate.

WorkflowNov 1, 202610 min read

Why Passing AI Code Review Doesn’t Mean Your App Works

A clean AI code review does not verify the combined release. Learn how to close gaps in runtime behavior, configuration, and evidence freshness.

An ambiguous archive idea becomes an agreed rule card and separate allowed, denied, and restore examples.

Testing MethodsOct 24, 20265 min read

From Acceptance Criteria to Test Cases: A Worked Example

Turn an ambiguous archive-feature request into shared rules, concrete examples, and executable acceptance checks without letting implementation define success.

One identified project moves from a browser edit through an API and stored record into a fresh browser read.

Testing MethodsOct 24, 20265 min read

API and UI Consistency Testing: Follow One Record Across Layers

Verify a browser write with independent reads, object identity, workspace scope, documented consistency delays, and controlled API checks.