Blog

Insights on AI, software testing, and building the future of QA

Illustrated Shiplight blog cover: a service boundary being exercised directly, with the user interface layer shown untested above it.
GuidesBest Practices

What Is API Testing? And What It Cannot Tell You

Illustrated Shiplight blog cover: a central glowing protocol hub connecting one AI agent outward to several distinct tool cards through identical connectors.
GuidesEngineering

What Is MCP? The Model Context Protocol Explained

Illustrated Shiplight blog cover: two glossy AI code editor windows side by side, one showing inline diffs and one showing an autonomous multi-step flow.
GuidesEngineering

Windsurf vs Cursor: Which AI Editor Fits Your Workflow?

Diagram of the two UI regression testing layers: functional flow replay and visual snapshot comparison feeding one PR gate
GuidesTool Comparisons

Best UI Regression Testing Tools in 2026: Functional and Visual Compared

Illustrated Shiplight blog cover: two glossy panels contrasted, an eye reading static code on the left in indigo, and a running browser window with a green checkmark proving behavior on the right.
AI TestingEngineering

AI Code Review vs Verification: Why Reading Code Is Not Enough

a looping conveyor of glossy development-stage blocks with one green verification stage glowing as the key step.
EngineeringAI Testing

The AI-Native Development Lifecycle: A Stage-by-Stage Guide

See testing that keeps up with your AI coding agents.