Knowledge
Articles
Writing on quality engineering, testing strategy, and AI-assisted workflows.
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TestingThe Load Test That Messaged Real People
A load test on a shared environment, a config that had quietly changed, and the WhatsApp rule that stopped millions of test messages from reaching real phones.
Sep 2026
EngineeringOne Script, One Laptop, the Whole Stack
How to give every engineer a complete, disposable copy of a two-dozen-service platform with a single shell script: containers, schema from CI, seed data, stubs for the outside world, and a preflight that tells you exactly what to fix.
Sep 2026
LeadershipThe Audience Doesn't Experience Your Plan
What emceeing QonfX Singapore taught me about outcomes, quality, and Quality Engineering.
Sep 2026