Rick van Lieshout

Rick van Lieshout

CTO, software architect and engineering leader focused on building great software, growing teams and solving complex technical challenges.

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database

June 18, 2026Development

Stop seeding the whole system to test one query

When you want to know whether a GET endpoint stays fast with 100k orders, do not drag the whole system into the test. Seed the right data, test through the app, and let telemetry guide the next step.

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