Real conversations in VS Code and Cursor using synthetic Confluence pages. Ask a practical question, request a useful format, and have the assistant link its sources. The screenshots show the actual prompts and responses; localhost links belong to the local demo.
For clear answers, ask for short Markdown headings, a compact comparison table or numbered checks. The client renders this formatting; no special server setting is required.
Understand a system when joining a team
I’m new to the checkout team. When a customer places an order, what do PostgreSQL, Redis and Kafka each do—and why do we need all three?
Can customers still order during an outage?
It’s Black Friday and Redis has gone down. Can customers still place orders?
Investigate a missing confirmation email
A customer received an order confirmation, but their confirmation email hasn’t arrived. Could a Kafka outage explain that?
The outage and email answers reason from synthetic architecture decisions. They are not live incident diagnoses or load-test results. Suggested checks are identified as assumptions or inference.
Turn meeting notes into a decision page
Compare rollout options before a release
Two teams sent us different checkout rollout plans. Where do they disagree, and what needs deciding before we ship?
Find what remains before go-live
