『Stop Babysitting Your AI: Context Gathering & Code Review, Looped! (with Alexey Verkhovsky)』のカバーアート

Stop Babysitting Your AI: Context Gathering & Code Review, Looped! (with Alexey Verkhovsky)

Stop Babysitting Your AI: Context Gathering & Code Review, Looped! (with Alexey Verkhovsky)

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Stop babysitting context gathering and code reviews: Quick Dev folds BMAD's create-story, dev-story, and review-story into one agentic loop, and in this episode key open source contributor Alexey Verkhovsky walks the whole diagram with Brian: intent, spec, implement, adversarial review, triage. How it evolved and where it is going.

Watch the video version: https://youtu.be/ufOyrZhRj6U

Join the BMAD Discord: https://discord.gg/gk8jAdXWmj

Everything BMAD in one place: https://bmadcode.com/

GitHub: https://github.com/bmad-code-org/BMAD-METHOD/

Support the show: https://buymeacoffee.com/bmad

Chapters:

0:00 Welcome to BMad Code Live

0:40 Meet Alexey Verkhovsky

1:39 Why Quick Dev exists

9:06 Quick Dev vs. vibe coding

14:36 Context windows and human attention

21:18 Brownfield code and the dev-loop question

29:53 How big should an intent be?

36:46 Walking through the Quick Dev diagram

41:26 One-shot mode for small changes

45:13 Plan: the story spec template

51:00 Implement, then never trust the diff

56:54 The adversarial review layers and their cost

1:00:00 The valley of despair: triaging AI findings

1:03:46 You are the bottleneck, not the AI

1:05:59 Customizing the review layers

1:11:39 Q&A: do you even need a PRD?

1:17:30 Q&A: one model codes, another reviews

1:21:28 Quick Dev vs. BMAD Loop vs. Dev Auto

1:23:34 Testing, TDD, and the benchmark hype

1:31:52 Triage, loopbacks, and fixing findings

1:41:05 Deferred work: parking the side quests

1:50:49 Present: a narrative for reviewing the change

1:56:00 Story, epic, or whole app: how much to batch

1:59:48 The story-one tracer bullet strategy

2:04:06 Q&A: running reviewers without sub-agents

2:06:42 Predictions and sign-off

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