Phase 1 MVP

Build career momentum with visible, repeatable progress.

Single-user private mode

Lesson

File handling, serialization, and safe evaluation scripts

Write scripts you can trust repeatedly for dataset prep, prompt experiments, and benchmark runs.

40 minutesIn progress

## Script quality matters

Favor pathlib, JSONL, idempotent scripts, stable output locations, and explicit command arguments.