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  "body": "# Files\n\n- [Architecture and Source Map](architecture.md) - Component boundaries, data/config layers, evaluation/reporting boundaries, domain vocabulary, and where to look in source.\n- [Callback registry and training spine](callback-registry.md) - CallbackRegistry two-phase resolve/build, the spec contract, and TrainingSpine as the single caller that composed the five training CLIs (ADR-0029 + ADR-0032).\n- [Before/after GRPO evaluation](evaluation.md) - Shipped workflow and source map for manifold-eval, the same-noise before/after GRPO comparison, 3D paired-fidelity scoring, slice-grid output, and the self-contained comparison page builder. Also records the accepted but not yet implemented in-training paired-fidelity monitor.\n- [Frozen arms and per-rank device policy](frozen-arm-and-device-policy.md) - FrozenArmMixin (register + dual-exclude off the optimizer / checkpoint) and DevicePolicy (the per-rank CUDA device decision that replaced resolve_warm_device and the pre-PG set_device tw",
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