Technical articles on agentic testing, AI-driven development, and modern frontend engineering.
AI coding agents can scaffold apps and generate components in minutes. But what still requires human judgment? What skills should frontend engineers master? Here's what works, what doesn't, and where the profession is heading.
Read articleBackend engineers are building frontends. Product managers are prototyping features. AI has broken down the walls between roles, but building great products still requires deep problem understanding, user experience thinking, system design awareness, and rigorous testing. Here's how to succeed as a product builder.
Read articleThe best engineers are high agency builders who ship fast and break things. But when testing feels like a chore, bugs slip through. Here's why the engineers who move fastest often ship the most bugs—and what to do about it.
Read articleThe new AI-assisted development workflow has developers spending less time writing code and more time testing. Plan the feature, let AI implement it, then manually verify every flow works. Welcome to your new job as a QA engineer.
Read articlePlaywright MCP might seem like a natural fit for AI-driven UI testing, but its fundamental architecture creates problems that make it impractical for real-world testing workflows. Here's why.
Read articleAI coding agents are accelerating development velocity to unprecedented levels, but the traditional PR review process wasn't designed for this pace. Here's what's breaking and how teams can adapt.
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