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Maintains technical alignment across the entire development lifecycle by providing deep context on a project's specific choice of frameworks, languages, and third-party services. It helps developers make informed decisions when adding dependencies, configuring ORMs, or setting up deployment pipelines, ensuring that new code integrates seamlessly without introducing conflicting tools or patterns. This skill is essential for maintaining a clean architecture and accelerating onboarding by documenting and applying established tech stack conventions automatically.