WEBVTT

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I clarify the user need, constraints, and what success looks like.

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I define the architecture, integration boundaries, and API contracts.

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AI helps draft and refine code. I guide the implementation.

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I review correctness, security, and how the feature actually feels.

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I test integrations and edge cases before preparing a release.

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I prepare the release and document decisions, limitations, and next steps.

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Have a product challenge? Let’s build something useful together.