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.