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    Testing, quality & security

    Testing strategies teams actually adopt, mocking at the network, end-to-end confidence, shifting left, and the security habits that belong in the same pipeline.

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    Quality is a feedback loop, not a phase. These notes cover how I test front ends (at the network boundary, test-first where it pays, end-to-end where it matters), how to shift those checks left into the pipeline, and the security hygiene that belongs alongside them.

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