# @daviss.dev on Instagram

- **Type:** Video
- **Original URL:** https://www.instagram.com/p/DUzA3u9DSYf
- **Gondola URL:** https://gondola.cc/posts/63285496-davissdev-instagram
- **Thumbnail:** https://img.gondola.cc/tr:w-,h-,fo-auto/postThumbnails/d8173b5270.jpg
- **Posted:** 2026-02-15T23:34:50.000+00:00
- **Account Owner:** Davis McMurrain (@daviss.dev) — https://gondola.cc/daviss.dev

## Caption

Comment “BUILD” for a guide.

After a discovery call, the transcript hits n8n. Scraping agents run in parallel — company site, tech stack, team size, tools they’re already using. All of that plus the transcript feeds into Claude API with a structured template.

Out comes a complete scope doc. Formatted. Sectioned. Ready for review.
What used to take 2-3 hours of manual research and writing now runs through an automation pipeline in minutes. Human reviews and refines — AI handles the grunt work.

That’s the architecture pattern. Data layer, automation layer, UI layer. Separation of concerns. When one piece needs to change, only one layer gets touched.

Documented the full methodology — CLAUDE.md setup, hooks, permissions, slash commands, agent teams, the whole system.

#ai #development #operatoros #claudecode

## Stats

- **Views:** 1,387
- **Likes:** 0
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- **Comments:** 151

## Tags

claudecode, development, ai, operatoros

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