Appendix: Prompts, Tools, and Resources

Ready-to-Use Prompt Templates

Workload Modeling

Parse nginx access logs into a workload model:

Here are [N] lines from our nginx access log.
Please:
1. Group requests by endpoint pattern (normalize IDs: /products/123 → /products/{id})
2. Calculate the percentage of total requests each endpoint represents
3. Identify the top 10 most called endpoints
4. Calculate average requests per second for this time window
5. Identify common request sequences
Log sample:
[paste log lines]