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Claude Code for creators: AI editing is here

Brooke Lacey has been making videos since before Facebook had video, and she built a TikTok audience of more than 290,000 by learning to cut short-form videos herself. With over 25 years in tech, she now builds her own apps, including Zosha, a free mobile app for learning AI. In this episode, Brooke walks me through the Claude Code, FFmpeg, and Whisper workflow that edits her TikToks in about 15 seconds, how she mines her comments for new scripts, and how she runs a weekly short-form operation with no editor. *What you’ll learn:* 1. How Claude Code edits a raw phone video on her computer in about 15 seconds 2. How she taught Claude her jump-cut cadence 3. Why her TikTok comments became her content brief 4. How she keeps growing her audience while posting just once a week—and what’s next 5. What over 25 years in tech taught her about this AI moment *Brought to you by:* Firecrawl—Give your AI agents web data and beyond: https://firecrawl.dev/howiai Auros—The human network behind AI: https://aurosglobal.com/howiai *In this episode, we cover:* (00:00) Intro and guest welcome (02:30) Brooke’s background in video (06:56) Her first session cutting videos with Claude Code (08:51) Live demo: Claude edits a video in real time (11:05) Walking through the edit chain (15:58) How she taught Claude her cadence, her hooks, and what funny sounds like (25:36) Quick recap (26:20) Posting frequency, live streaming plans, and TikTok ads (28:00) Lightning round: Gen X, wisened experience, and YOLO energy (32:43) When Claude disappoints: the lane OS, status files, and how she prompts it back (34:50) Where to find Brooke and the Zosha app *Blog and detailed workflow walkthroughs from this episode:* Claude Code Can Edit a TikTok. Teaching It What’s Funny Is the Hard Part.: https://www.chatprd.ai/how-i-ai/brooke-lacey-claude-code-video-editing ↳ Automate Short-Form Video Editing with Claude Code, FFmpeg, and Whisper: https://www.chatprd.ai/how-i-ai/workflows/claude-code-short-form-video-editing ↳ Generate New Video Ideas by Analyzing Your TikTok Comments with Claude: https://www.chatprd.ai/how-i-ai/workflows/claude-tiktok-comments-content-ideas *Tools referenced:* • Claude Code: https://claude.ai/code • FFmpeg: https://ffmpeg.org • Whisper (OpenAI): https://openai.com/research/whisper *Other reference:* • How I AI episode with John Blackman (91-year-old vibe coder): https://www.lennysnewsletter.com/p/how-a-91-year-old-vibe-coded-a-complex?utm_source=publication-search *Where to find Brooke:* TikTok: https://www.tiktok.com/@brookejlacey X: https://x.com/brookejlacey Zosha app: http://zosha.app/ *Where to find Claire Vo:* ChatPRD: https://www.chatprd.ai/ Website: https://clairevo.com/ LinkedIn: https://www.linkedin.com/in/clairevo/ X: https://x.com/clairevo _Production and marketing by https://penname.co/._ _For inquiries about sponsoring the podcast, email jordan@penname.co._

Brooke LaceyguestClaire Vohost
Oct 19, 202636mWatch on YouTube ↗

Episode Details

EPISODE INFO

Released
October 19, 2026
Duration
36m
Channel
How I AI
Watch on YouTube
▶ Open ↗

EPISODE DESCRIPTION

Brooke Lacey has been making videos since before Facebook had video, and she built a TikTok audience of more than 290,000 by learning to cut short-form videos herself. With over 25 years in tech, she now builds her own apps, including Zosha, a free mobile app for learning AI. In this episode, Brooke walks me through the Claude Code, FFmpeg, and Whisper workflow that edits her TikToks in about 15 seconds, how she mines her comments for new scripts, and how she runs a weekly short-form operation with no editor. *What you’ll learn:*

  1. How Claude Code edits a raw phone video on her computer in about 15 seconds
  2. How she taught Claude her jump-cut cadence
  3. Why her TikTok comments became her content brief
  4. How she keeps growing her audience while posting just once a week—and what’s next
  5. What over 25 years in tech taught her about this AI moment

*Brought to you by:* Firecrawl—Give your AI agents web data and beyond: https://firecrawl.dev/howiai Auros—The human network behind AI: https://aurosglobal.com/howiai *In this episode, we cover:* (00:00) Intro and guest welcome (02:30) Brooke’s background in video (06:56) Her first session cutting videos with Claude Code (08:51) Live demo: Claude edits a video in real time (11:05) Walking through the edit chain (15:58) How she taught Claude her cadence, her hooks, and what funny sounds like (25:36) Quick recap (26:20) Posting frequency, live streaming plans, and TikTok ads (28:00) Lightning round: Gen X, wisened experience, and YOLO energy (32:43) When Claude disappoints: the lane OS, status files, and how she prompts it back (34:50) Where to find Brooke and the Zosha app *Blog and detailed workflow walkthroughs from this episode:* Claude Code Can Edit a TikTok. Teaching It What’s Funny Is the Hard Part.: https://www.chatprd.ai/how-i-ai/brooke-lacey-claude-code-video-editing ↳ Automate Short-Form Video Editing with Claude Code, FFmpeg, and Whisper: https://www.chatprd.ai/how-i-ai/workflows/claude-code-short-form-video-editing ↳ Generate New Video Ideas by Analyzing Your TikTok Comments with Claude: https://www.chatprd.ai/how-i-ai/workflows/claude-tiktok-comments-content-ideas *Tools referenced:*

*Other reference:*

• How I AI episode with John Blackman (91-year-old vibe coder): https://www.lennysnewsletter.com/p/how-a-91-year-old-vibe-coded-a-complex?utm_source=publication-search *Where to find Brooke:* TikTok: https://www.tiktok.com/@brookejlacey X: https://x.com/brookejlacey Zosha app: http://zosha.app/ *Where to find Claire Vo:* ChatPRD: https://www.chatprd.ai/ Website: https://clairevo.com/ LinkedIn: https://www.linkedin.com/in/clairevo/ X: https://x.com/clairevo _Production and marketing by https://penname.co/._ _For inquiries about sponsoring the podcast, email jordan@penname.co._

SPEAKERS

  • Brooke Lacey

    guest

    Creator and technologist who shares an AI/Claude Code-driven short-form video editing workflow.

  • Claire Vo

    host

    Product leader and AI-focused host of the “How I AI” show.

EPISODE SUMMARY

In this episode of How I AI, featuring Brooke Lacey and Claire Vo, Claude Code for creators: AI editing is here explores claude Code turns raw takes into TikTok edits, hands-free Brooke Lacey demonstrates a Claude Code workflow that edits short-form videos locally—using tools like FFmpeg, Whisper, and Python—without a traditional timeline editor.

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