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Vibe Coding a Database Lab: How I Built DBCanvas to Stop Rebuilding the Same Test Environment
A Percona engineer builds DBCanvas, an AI-assisted database lab, to avoid repeatedly assembling test environments for feature experiments, debugging, and customer issue reproduction. The recurring setup includes DNS, TLS, Docker networking, database topologies, users, and test data.