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📰 Dev.to · Shiplight

9 articles · Updated every 3 hours · View all reads

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How to Implement Natural Language Test Automation (NLTA): A 5-Step Engineering Guide
Dev.to · Shiplight 💻 AI-Assisted Coding ⚡ AI Lesson 4mo ago
How to Implement Natural Language Test Automation (NLTA): A 5-Step Engineering Guide
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
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How to Evaluate AI Test Generation Tools: A Buyer's Guide
Dev.to · Shiplight 💻 AI-Assisted Coding ⚡ AI Lesson 5mo ago
How to Evaluate AI Test Generation Tools: A Buyer's Guide
Evaluating AI test generation tools — running a structured eval against real criteria rather than...
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How to QA Code Written by Claude Code
Dev.to · Shiplight 💻 AI-Assisted Coding ⚡ AI Lesson 5mo ago
How to QA Code Written by Claude Code
Claude Code is fast. Give it a well-formed prompt, and it will write a working implementation,...
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OpenAI Codex Testing: How to QA AI-Written Code
Dev.to · Shiplight 💻 AI-Assisted Coding ⚡ AI Lesson 5mo ago
OpenAI Codex Testing: How to QA AI-Written Code
OpenAI Codex is an autonomous coding agent that can take a task, implement it across your codebase,...
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Vibe Coding Is Fun Until Production Breaks
Dev.to · Shiplight 💻 AI-Assisted Coding ⚡ AI Lesson 5mo ago
Vibe Coding Is Fun Until Production Breaks
Vibe coding is exactly what it sounds like: you describe what you want, your AI coding agent writes...
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Pragmatic Testing for AI-Generated Code
Dev.to · Shiplight 💻 AI-Assisted Coding ⚡ AI Lesson 5mo ago
Pragmatic Testing for AI-Generated Code
AI coding agents are already changing how software gets built. They implement UI updates quickly,...
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10 Best AI Test Case Generation Tools in 2026
Dev.to · Shiplight 💻 AI-Assisted Coding ⚡ AI Lesson 5mo ago
10 Best AI Test Case Generation Tools in 2026
Writing test cases by hand is one of the highest-friction parts of software development. In 2026, AI...
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AI-Generated Code Has 1.7x More Bugs — Here's the Fix
Dev.to · Shiplight 💻 AI-Assisted Coding ⚡ AI Lesson 5mo ago
AI-Generated Code Has 1.7x More Bugs — Here's the Fix
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
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How to Add Automated Testing to Cursor, Copilot, and Codex
Dev.to · Shiplight 💻 AI-Assisted Coding ⚡ AI Lesson 5mo ago
How to Add Automated Testing to Cursor, Copilot, and Codex
A practical guide to adding AI-powered QA testing to your Cursor, GitHub Copilot, and OpenAI Codex workflows. Stop shipping untested AI-generated code.
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