Video Automation
2 articles about "Video Automation".
Three experiments to cut our AI video pipeline's cost: one passed, one passed with conditions, one failed
We classified every turn of our AI Shorts pipeline's Claude usage and found the money was in rework, not writing. Then we ran three experiments: record the voice first (US$0.76 down to US$0.17 per video), lower the reviewer's reasoning effort (medium saves about 30%, low lets real problems through), and draft with Sonnet (34% cheaper, factual errors 4 to 1, not adopted). Includes how we seeded errors for a blind test and the mistake we made ourselves.
The Complete Guide to IG Reel Auto-Publishing: Tools and Strategies for 2026
IG Reels currently have the highest reach rate of any content format, but manually creating videos every day is too time-consuming. This guide covers the full IG Reel automation workflow, from AI copywriting to video production to scheduled publishing.