Add repeated production annotation timing, real app-server cache telemetry, the context-delta decision, and correct --judge=false handling.\n\nAI-assisted: OpenAI Codex.
Compare direct Sol execution with cold and persistent app-server paths using identical full-task quality gates, lifecycle timings, and token metrics.\n\nAI-assisted: OpenAI Codex.