cyborg

Files about human/AI integration and collaboration models.

• The Cyborg Model
• Set Mastering Pipeline — “Cyborg DJ”
• Working With Claude
• Level 6 — Direct Execution
• The Context Cache Hierarchy — managing the human/AI shared memory layers; eviction policy as the anti-drift mechanism
• CyborgDJ — Human writes the score, machine executes the mix — a programmatic DJ mixing engine.
• DJ EQ Blending Technique — How pro DJs use EQ — not the crossfader — as the primary transition tool.
• Multi-Genre & Wide-BPM Mixing — Crossing genre and tempo boundaries on purpose; stems, tempo bridges, and key-shift as spec primitives.
• Crossover Calibration — Measuring the EQ Cutoff Instead of Guessing It — Design for a tool that finds the EQ crossover frequency for a transition by measurement and a