OPSD: deep-review hardening (dist test coverage, VPP guard)

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PR Test on: pull_request 24

e2e-test-sglang-config

e2e-test-megatron

e2e-test-precision

e2e-test-ckpt

cpu-unittest (0, test_megatron_argument_validation.py)

cpu-unittest (0, test_dp_schedule.py)

cpu-unittest (0, test_cp_utils.py)

cpu-unittest (0, test_metric_report.py)

cpu-unittest (0, test_metric_report_dist.py)

cpu-unittest (0, test_loss_cp_invariance.py)

cpu-unittest (0, test_value_temperature.py)

cpu-unittest (0, test_rm_f1.py)

cpu-unittest (0, test_rm_gpqa.py)

cpu-unittest (0, test_rm_math.py)

cpu-unittest (0, test_rm_math_dapo.py)

cpu-unittest (0, test_rm_deepscaler.py)

cpu-unittest (0, test_sample.py)

cpu-unittest (0, test_agent_trajectory.py)

cpu-unittest (0, test_rollout_validation.py)

cpu-unittest (0, test_placement_group.py)

cpu-unittest (0, test_external_sglang_engines.py)

cpu-unittest (0, utils/test_hf_checkpoint_saver.py)

agent-adapter-test (0, test_agent_adapters.py)

agent-adapter-test (0, test_agent_sdk_adapters.py)

e2e-test-image

e2e-test-changed-detect

e2e-test-changed