## Operational tradeoffs
Track token cost, timeout behavior, retries, and perceived UX latency.
Phase 1 MVP
Build career momentum with visible, repeatable progress.
Single-user private mode
Lesson
Cost, latency, and failure budgets
Make tradeoffs visible instead of treating providers like magical black boxes.
35 minutesIn progress