Phase 1 MVP

Build career momentum with visible, repeatable progress.

Single-user private mode

Knowledge Note

How to think about provider lock-in

Provider portability matters most at the boundary layer where schemas, retries, and cost controls are centralized.

## How to think about provider lock-in

Provider portability matters most at the boundary layer where schemas, retries, and cost controls are centralized.

### Practical takeaway

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