Micheal Burry

Micheal Burry

@micheal00

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2026-02-13 09:46:23 · Translate ·

Shift-Left Reliability: Running Smoke Tests Before Your First Commit

Most teams believe they practice shift-left testing because their CI pipeline runs unit tests and smoke tests on every pull request. Yet broken builds still happen daily. Developers push code, the pipeline fails, someone fixes it, pushes again, and the cycle repeats. Hours disappear — not because testing is missing, but because testing happens too late. The real shift-left moment is not...

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2026-02-13 09:27:33 · Translate ·

From User Journeys to Production Reality: Turning Observability Data into Self-Updating End-to-End Tests

End-to-end testing was created to answer a simple question:Can a real user complete a real task in our system? For years, teams tried to answer that question by scripting flows in staging environments. They wrote step-by-step journeys like login → search → checkout → payment → confirmation. The idea was logical — simulate the user and verify the outcome. But modern...

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2026-02-13 08:28:25 · Translate ·

Your CI Pipeline Is Slow Because of Integration Tests — Here’s the Fix

When release cycles start slowing down, teams usually blame the CI platform. They upgrade runners, increase compute size, or switch vendors hoping pipelines will speed up. The improvements are temporary at best. Builds remain slow, flaky, and unpredictable. The real bottleneck is rarely the CI system. It is integration testing. Modern applications depend on multiple services, databases, queues,...

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