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- Self-improvement: 4-loop system (telemetry, friction detection, active learning, reflection) - Continuous-learning: GRPO + DSO + BitDelta integration - CI-fix-loop: autonomous CI failure detection and fix loop - Harness-hacker: self-modification protocol skill