
FFmpeg for AI Video Pipelines: Contact-Sheet Critics & Audio Mastering
Master the exact FFmpeg filtergraphs that turn raw agent frames and synthesized audio into broadcast-ready MP4s, including automated contact-sheet defect detection.
Hardware-Accelerated Video Encoding, Filtergraphs & Audio Mastering
Explore CodingCat.dev hands-on courses, video lessons, podcast episodes, and technical deep-dive blog posts covering FFmpeg: Hardware-Accelerated Video Encoding, Filtergraphs & Audio Mastering.

Master the exact FFmpeg filtergraphs that turn raw agent frames and synthesized audio into broadcast-ready MP4s, including automated contact-sheet defect detection.

Build the backbone of an autonomous video studio. Use yt-dlp and FFmpeg to extract reference visual grammars, normalize audio to -14 LUFS, generate 6-across critique contact sheets, and master 1080p60 MP4s.