How learning runs

Before / after: instead of ad-hoc YouTube playlists, you get bounded scope, mentor accountability, and artifacts you can show.

1

Intake snapshot

You share stack, timezone, and risk tolerance. We confirm which outline fits before you invoice.

2

Baseline artifact

Short repo or SQL file so mentors calibrate feedback density — optional but recommended.

3

Weekly lab loop

Assignments ship Monday JST; written notes return on a published cadence so teams can plan reviews.

4

Synchronous checkpoints

Live calls focus on trade-off defense, not slide recitals. Recordings land with timestamps.

5

Portfolio memo

One-page narrative + sanitized repo slice suitable for hiring loops — reviewed once before you ship it.

6

Alumni channel

Low-noise channel for plan oddities and job description interpretation — not a substitute for support SLAs.

Open textbook with glasses — structured learning materials

Before

Random tutorials, unclear feedback, resumes that say “SQL” without receipts.

After

Bounded labs, written mentor notes, and a memo + repo slice you can sanitize.