Phase 1 MVP

Build career momentum with visible, repeatable progress.

Single-user private mode

Knowledge Note

Provider wrappers should be boring

A good provider wrapper normalizes responses, centralizes retries, and makes the rest of your system simpler.

## Provider wrappers

Keep authentication, timeout, retries, and normalized outputs at the edge so the rest of your code stays stable as vendors change.