Open-Source AI UGC Workflow Makes TikTok-Style Clips for $0.67 Each vs $50 Creators
aliscodes · x · 2026-11-11
treg.ai open-sourced an AI UGC video workflow that produces TikTok-style "person sharing an app they found" clips for as little as $0.67 each (4 hook variants for $2.67) versus the $20–50 brands pay human creators. The pipeline uses Claude Code + treg to pull trending TikTok/IG videos via TikHub and transcripts via ScrapeCreators, benchmarks hooks against Meta ad library winners (number-driven stunts beat tutorials 10–50x), then generates video with Seedance 2.5, scripts with Gemini 3 Pro, and images with GPT Image 2.5/Seedream at vendor price with one token, no subscriptions. Includes a step-by-step first-campaign guide.
More from coding & agent
- 7 memory slots vs 200K tokens: the hardware mismatch behind AI coding debt — esrtweet · 2026-11-11
- Sydney Codex Community Buildathon set for Nov 14 with Cerebras-backed ultrafast compute track — paw_lean · 2026-11-11
- shadcn's improve hits 10k stars: let top models plan, cheap models execute code fixes — shadcn · 2026-11-11
- OpenAI open-sources Codex Security CLI and SDK for AI-driven vulnerability scanning and fixing — openai · 2026-11-11
- askmdb: fine-tuned Qwen models turn plain English into MongoDB queries, 0.8B hits 83.6% locally — AlternativeEnough352 · 2026-11-11
- Claude Opus 5.5 runs an architecture search and finds AttnRes-Canon, a new top Transformer design — SonglinYang4 · 2026-11-11