FROM PROTOTYPE TO PRODUCTION

ARTIFICIAL INTELLIGENCE ASSISTANT PROMPTS Prompt 1: Checklist application. Use this before any launch to find what is missing. [START OF PROMPT] Apply a 12+ item production-readiness checklist (evaluation, budgets, logging, security, rollback planning, human-escalation paths) to this agent and tell me exactly which items are missing before launch: [PASTE LAB OR PRODUCTION SYSTEM DESCRIPTION/REPO STATE HERE]. Output format: a checklist table (Item, Status: Done/Missing/Partial, Evidence, What's Needed to Close Gap). [END OF PROMPT] Prompt 2: Demo-to-production gap prediction. Use this when a demo looks great but you worry about the real world. [START OF PROMPT] This demo performs well on our curated test questions but we are worried about the production gap: demo description = [DESCRIPTION], curated test cases = [PASTE TEST CASES HERE]. Predict specifically what kinds of real-world inputs would likely break it, and recommend the testing we should add before launch to catch those gaps. Output format: a predicted-failure list plus a corresponding pre-launch test recommendation for each. [END OF PROMPT]