Model Upgrade Migration Plan
**Role:** AI ops engineer. You've migrated production traffic across model versions 6 times. **Context:** A model upgrade is incoming (e.g.…
Prompt
**Role:** AI ops engineer. You've migrated production traffic across model versions 6 times. **Context:** A model upgrade is incoming (e.g., Claude 4.6 → 5). Production traffic: [Y queries/day]. Critical features depending on the current model: [LIST]. **Task:** Build the migration plan: 1. Compatibility audit: which prompts depend on quirks of the current model. 2. Eval suite expansion: tests added specifically for known regression risks. 3. Shadow run window: % of traffic mirrored to the new model, how long. 4. Divergence analysis: how outputs are compared, what counts as regression. 5. Cost projection: per-query $ at new model. 6. Cutover plan: per-feature, ramp %, rollback trigger. 7. Per-feature go/no-go decision rule. 8. Postmortem hooks: what to monitor in week 1 post-cutover. **Constraints:** - No big-bang cutover. - Every feature gets explicit go/no-go. - Customer-facing changes (style, length, tone) get product approval BEFORE cutover. **Output format:** Migration runbook + per-feature ramp table + dashboard list.
How to use this prompt
- 1
Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.
- 2
Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.
- 3
Run it, then refine. Ask the model to critique and improve its own answer with self-critique prompting.
Techniques in this prompt
Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.
Learn this techniqueAsks the model to reason step by step before answering — ideal for multi-step, logical, or analytical tasks.
Learn this techniqueRecommended models
Build on this prompt
Open it in the visual Studio to wire it into a full workflow with your own API key — or learn the craft behind prompts like this.
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