Phase 1 MVP
Build career momentum with visible, repeatable progress.
Single-user private mode
Knowledge Note
Use benchmark regressions to drive weekly work
Weekly iteration improves when regressions produce concrete follow-up tasks instead of generic worry.
## Use benchmark regressions to drive weekly work
Weekly iteration improves when regressions produce concrete follow-up tasks instead of generic worry.
### Practical takeaway
Capture the decision this note supports, then connect it to a project, evaluation loop, or deployment choice so the idea stays operational.