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Field notes

Dispatch from the lab queue

Dashboard widgets with cyan highlights on dark UI chrome

2026-01-14 · Haneul Byeon

Notebook hygiene rituals our Gangwon cohort actually keeps

Check-in templates, naming rules for datasets, and a lightweight review queue before notebooks graduate to repos.

process · notebooks

Server room corridor with cool blue LED strips along racks

2026-02-02 · Minseo Kwon

Shadow deployments with explicit stop rules

A matrix of latency, error rate, and business guardrails we rehearse before routing any percentage of live traffic.

deployment · safety

Industrial robotic arm with sensors in a dim factory bay

2026-02-19 · Yuri Han

Labeling rubrics we used on a coastal vision pilot

Bounding box edge cases, fog overlays, and adjudication shifts when two labelers disagree on occluded cargo.

labeling · vision

Abstract operational chart lines with neon accent on dark background

2026-03-08 · Jiwon Park

Cloud cost ops worksheets for unpredictable training spend

Shared spreadsheets, spot interruption counters, and checkpoint frequency rules that survived a quarter of real use.

finops · training

Open laptop beside paper notes and a ceramic mug on a dark desk

2026-03-22 · Sora Chae

How mentor office hours stay useful at week six

Agenda templates, async question caps, and rotating specialists so energy stays high deep in the schedule.

mentorship · operations