Phase 1 MVP

Build career momentum with visible, repeatable progress.

Single-user private mode

Knowledge Note

Choosing between sync APIs and background jobs

Move heavy ingestion and evaluation work off the request path once latency or reliability starts to matter.

## Choosing between sync APIs and background jobs

Move heavy ingestion and evaluation work off the request path once latency or reliability starts to matter.

### Practical takeaway

Capture the decision this note supports, then connect it to a project, evaluation loop, or deployment choice so the idea stays operational.