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Gemba Flow — a production-line harness for AI coding agents

Compress lead time

Gemba Flow
0:00Lead time for change
components/Hero.tsx
  --- a/components/Hero.tsx
  +++ b/components/Hero.tsx
- -  LCP regression: hero paint delayed 400ms
+ +  LCP budget: <1.8s (confirmed by Lighthouse)
+ +  will-change: transform applied to animated nodes
CI output
Running lint… PASS Running typecheck… PASS Running tests… 3/3 passed
va-reviewerGO

LGTM — LCP 1.8s confirmed by Lighthouse. All CI checks green. No regressions. Approve and merge.

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Kay Ward, workshop attendee
“Teddy is such a patient and detailed instructor. He really helps you understand the concepts (especially if non technical). I would love to attend more! He literally wants to see your project come to life before doing anything else. I can't wait til the next session or hackathon!”
Kay WardWorkshop attendee
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