Phase 1 MVP

Build career momentum with visible, repeatable progress.

Single-user private mode

Lesson

Python runtime habits that matter in AI work

Focus on data modeling, IO boundaries, debugging, and iteration speed rather than syntax memorization.

35 minutesIn progress

## Why this path starts with Python

For an experienced full-stack engineer, the real gap is speed under pressure across APIs, scripts, provider SDKs, and evaluation loops.

### Optimize for

- readable control flow

- explicit inputs and outputs

- lightweight validation

- fast debugging

- safe serialization