A local, non-destructive workflow with Codex or Claude Code, Whisper, and FFmpeg.
The complete local workflow: transcription, text-anchored cuts, continuous-audio rendering, QA gates, and copy-paste build prompts.



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What You'll Walk Away With
Turn one talking-head recording into a transcript, edit decisions, a review render, and subtitles.
Use text anchors so AI cuts complete sentences instead of guessing timestamps.
Keep master renders, uploads, and publishing behind explicit human approval.