When an AI agent can produce a feature in minutes, the bottleneck shifts. The question is no longer can I build this? but can I trust what just got built? That is the question this article is about: the practices, tools, and guardrails I rely on to keep quality high when most of the code I ship was first drafted by an AI.
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May 16, 2026 · 10 min read
Quality Assurance in the Age of AI Development
AI writes the code fast. The hard part is trusting it. Here's how I use automated tests, CI, and AI PR reviewers to keep quality high.
Wouter Vernaillen
Full Stack Developer
