📰 Dev.to · Shiplight

Natural Language Test Automation (NLTA) lets you write tests in plain English. This guide covers the 3-layer architecture and 5-step implementation, from first

Claude Code is fast. Give it a well-formed prompt, and it will write a working implementation,...

OpenAI Codex is an autonomous coding agent that can take a task, implement it across your codebase,...

Vibe coding is exactly what it sounds like: you describe what you want, your AI coding agent writes...

Agent-first testing embeds automated verification directly into the AI coding agent's workflow — not...

Product managers and designers hold the deepest understanding of how a product should behave. Yet in...

AI coding agents are already changing how software gets built. They implement UI updates quickly,...

The AI testing tools market is growing fast — and choosing the right platform matters more than...

Studies show AI-written code produces 1.7x more issues, 75% more logic errors, and up to 2.7x more security vulnerabilities. But some teams ship AI-generated co

Flaky tests erode trust in your entire test suite. This guide covers the 7 root causes of E2E test flakiness and how to fix each one permanently — not with retr

Running E2E tests in GitHub Actions lets you catch regressions before they merge. Covers setup, parallelization, secrets, failure artifacts, and self-healing te

Learn how Model Context Protocol (MCP) connects AI coding agents like Claude Code, Cursor, and Codex to your QA workflow — with browser automation and test gene

YAML-based testing replaces complex Playwright scripts with declarative intent files. Learn how this approach works, why it makes tests more maintainable, and s

Shiplight Cloud is a fully-managed, cloud-based natural language testing platform designed to...

Playwright is one of the best browser automation frameworks available. It's fast, supports multiple...

Every E2E test suite I've worked on has the same lifecycle: build it, trust it for a few sprints,...