Qc is a Go library and CLI tool for fast video quality analysis that measures technical metrics, VMAF scores, and generates optimized adaptive streaming ladders for H.264, HEVC, and AV1 codecs. It provides comprehensive video and audio QC analysis including bitrate, GOP structure, shot detection, loudness measurement, and per-title encoding optimization with confidence intervals.