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QA automation framework planning
A multi-session blueprint for the structure, layers, and ownership of your automation suite before more code lands.
New Taipei · Programming consulting
Framework planning and test strategy sessions for teams who need a clear automation path—not another pile of flaky scripts.
Primary consultation
A structured advisory engagement that maps your product risks, current test debt, and tooling constraints into a framework blueprint your engineers can actually build and own.
Supporting work that often sits beside framework planning—useful when strategy, audit, or coaching is the tighter need.
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A multi-session blueprint for the structure, layers, and ownership of your automation suite before more code lands.
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A focused working session that locks release risk priorities and decides what must be automated, sampled, or left manual.
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An independent review of an existing automation suite: structure, flakiness patterns, ownership gaps, and repair priorities.
Evidence from teams who asked for a plan before writing more automation.
“We walked in with three competing suite layouts and no agreement on what ‘done’ meant for release gates. The planning sessions forced us to pick one spine and cut the rest.”— Mei-Ling Chen, QA lead, payments product team
Discovery, blueprint, and handover—designed for working engineering calendars in Taiwan and remote hybrid teams.