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⚡ AI Lessons

Dev.to · Anton Gulin
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
How to Implement AI in QA (2026): A Practical Framework
Where AI helps in QA, where it lies, and the one rule that keeps AI tests trustworthy. The AI does the work, a fixed check decides. With a working code example.

Dev.to · Anton Gulin
⚡ AI Lesson
1mo ago
Playwright vs Cypress vs Selenium in 2026
Playwright is the best default for new browser test automation in 2026. It gives cross-browser runs,...

Dev.to · Anton Gulin
⚡ AI Lesson
1mo ago
Playwright v1.60 Turns Test Failures Into Evidence
Playwright v1.60 makes failure evidence easier to capture during the run. The main change is scoped...

Dev.to · Anton Gulin
1mo ago
AI Test Automation Architecture: The 3-Layer System
AI test automation architecture is the system that tells AI what to test. It also defines how to run...

Dev.to · Anton Gulin
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
How to Test MCP Servers Before They Break Your CI
Most teams install an MCP server and hope it works. That is how you get 3 AM pages. An MCP server...

Dev.to · Anton Gulin
2mo ago
Native Drag-and-Drop Automation Arrives in Playwright MCP
TL;DR Playwright MCP v0.0.71 ships browser_drop. It gives you native drag-and-drop from...

Dev.to · Anton Gulin
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Playwright Just Shipped the Fix For Flaky Tests I Built 3 Years Ago
I shipped a self-healing test framework three years ago. Nobody called it agentic then. The word...

Dev.to · Anton Gulin
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
How to Create Custom OpenCode Skills (Step-by-Step Guide)
Why Custom Skills Matter Out-of-the-box AI coding agents are powerful, but they don't know...
DeepCamp AI