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How the live phase works
Official GOV.UK Service Manual guidance on improving live services with user research, testing, accessibility, performance metrics, and operational support.
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Live continuous improvement
A live product still needs research, testing, accessibility checks, quality assurance, and performance metrics.
GOV.UK live guidance describes improving services using user research, testing, accessibility, QA, performance metrics, and operational readiness.
关联阅读路径
Human-centered AI feedback loop
A route for keeping AI tools useful after first generation: map risks, support correction, capture feedback, and review production readiness.
Service discovery to reusable learning
A source-backed route from problem framing through alpha prototypes, live improvement, and knowledge-card distillation.
Usability guardrails for AI tools
A short path for keeping AI product interfaces grounded in user needs, accessible context testing, search clarity, and enforceable validation.