MVP without chaos: MUST/SHOULD/LATER and how to freeze scope for 2 weeks
A practical MUST/SHOULD/LATER model and 2-week scope-freeze rules: checklists, “done” definitions, and trade-offs that ship MVPs.
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AI in product: how to start with a simple MVP and avoid burning budget
A practical playbook for shipping AI features: from problem selection and data readiness, through MVP and metrics, to a stable 1.0 release — without turning it into endless R&D.
