Reframe Tiny Titan -> Tiny Mode (award is the judges' call; describe the feature)

Tiny Mode: detect calibration-anchor echo and regenerate hotter

Tiny Titan: full <=4B path (gpt-oss-free) + Understudy quality + README

Fix résumé sound first-go + steer lyric gender from Singing Voice

Wire Producer agent loop, Tiny Mode (Understudy GGUF), and trace publishing