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Prompt Pack

Get to production safely

Prompts for turning a promising AI-built demo into something you can share, test, deploy, sell, and improve without pretending it is production-ready too early.

Start Here — Build Safely With AIStart Here — Build Safely With AI

Featured prompt: The First Production Stack — Domains, Auth, Data, Logs, and Payments

The practical baseline for turning an AI-built demo into a real software product: DNS, hosting, database, auth, observability, GitHub, durable notes, subscriptions, and security sweeps.

"I have an AI-built demo and I want to understand the path to production.
Do not write code yet.

Product context:
- what the app does: [describe it]
- who will use it first: [describe first testers]
- current stack: [list tools if known]
- business model: [free, subscription, internal, commerce-backed, not sure]

Please produce:
1. the missing production stack checklist across domain, DNS, hosting, database, auth, payments, logs, GitHub, notes, and security
2. the safest recommended vendors for each missing layer, prioritizing strong APIs and clean handoffs to agents
3. the smallest production milestone I should target before inviting more than three testers
4. the subscription or entitlement model I should use if early testers are free but need full paid access
5. the business-value hypothesis: why this could become recurring software revenue, what would prove retention, and how any existing sales channel could help validate it

Be practical and skeptical. Separate table stakes from nice-to-have features."

Pack FAQ

Why this pack exists and how to use it well

What is the Get to production safely prompt pack for?

Prompts for turning a promising AI-built demo into something you can share, test, deploy, sell, and improve without pretending it is production-ready too early. Use this pack when you want a stable cluster of prompts around one supervision pattern instead of browsing the entire library.

Why does this page exist if the library already has filters?

This page is the canonical URL for the pack. It gives search engines, AI crawlers, and humans a stable starting point instead of a fragile query string.

Should I use every prompt in the pack at once?

No. Start with the featured prompt or one matching prompt, run one reviewable step, then switch prompts only if you need a different supervision pattern.