{"slug": "my-pre-sprint-decision-memo-for-ai-generated-mvps", "title": "My pre-sprint decision memo for AI-generated MVPs", "summary": "A developer describes a pre-sprint decision memo process used after generating an AI-powered MVP with NxCode. The memo forces evaluation of whether a prototype deserves engineering time by focusing on a single proof screen, essential fields, and edge cases. The approach aims to avoid premature task breakdown and save time by explicitly excluding non-essential features.", "body_md": "I used to move from \"this prototype looks promising\" to \"let's break it into tasks\" far too fast.\n\nNow, after NxCode generates a clickable MVP, I stop and write a short pre-sprint decision memo. It is not a product requirement doc. It is a forcing function that tells me whether the flow deserves engineering time at all.\n\nHere is the structure I use.\n\nI do not allow a generic answer like \"teams\" or \"small businesses.\"\n\nI write:\n\nExample:\n\nThe proof screen is the one screen that proves the job is being done.\n\nFor a client-intake MVP, mine is usually a board with:\n\nIf the most important screen still feels decorative, the MVP is not ready.\n\nI only include the fields that would break trust if they were wrong:\n\nThis keeps me from over-modeling too early.\n\nEvery AI-generated flow has at least one path that looks complete until you ask an annoying question.\n\nMy usual prompts:\n\nIf the prototype falls apart here, it is still a demo.\n\nThis is where I save the most time. I explicitly mark things out:\n\nThe memo is useful because it removes convincing extras before they turn into tickets.\n\nI finish with one sentence the team can challenge:\n\n`Build the intake board, manual status updates, and next-action workflow; leave permissions and reporting out of sprint one.`\n\nThat sentence is enough for a useful handoff.\n\nI have been testing this process around NxCode because it lets me review a realistic flow before I commit implementation time:\n\nThe prototype gives me something concrete to inspect. The memo decides whether it earns sprint time.", "url": "https://wpnews.pro/news/my-pre-sprint-decision-memo-for-ai-generated-mvps", "canonical_source": "https://dev.to/vivian_chi_5018aa69d5ef43/my-pre-sprint-decision-memo-for-ai-generated-mvps-285h", "published_at": "2026-06-14 01:16:57+00:00", "updated_at": "2026-06-14 01:58:49.573936+00:00", "lang": "en", "topics": ["artificial-intelligence", "developer-tools", "ai-products"], "entities": ["NxCode"], "alternates": {"html": "https://wpnews.pro/news/my-pre-sprint-decision-memo-for-ai-generated-mvps", "markdown": "https://wpnews.pro/news/my-pre-sprint-decision-memo-for-ai-generated-mvps.md", "text": "https://wpnews.pro/news/my-pre-sprint-decision-memo-for-ai-generated-mvps.txt", "jsonld": "https://wpnews.pro/news/my-pre-sprint-decision-memo-for-ai-generated-mvps.jsonld"}}