test_all_gradients (test_suite.AttentionBackwardTests.test_all_gradients) ... ok
test_future_gradient_zero (test_suite.AttentionBackwardTests.test_future_gradient_zero) ... ok
test_mask_validation (test_suite.AttentionBackwardTests.test_mask_validation) ... ok
test_upstream_shape (test_suite.AttentionBackwardTests.test_upstream_shape) ... ok
test_cycle (test_suite.ContextTests.test_cycle) ... ok
test_dependency (test_suite.ContextTests.test_dependency) ... ok
test_memory (test_suite.ContextTests.test_memory) ... ok
test_memory_conflict (test_suite.ContextTests.test_memory_conflict) ... ok
test_missing_dependency (test_suite.ContextTests.test_missing_dependency) ... ok
test_required_overflow (test_suite.ContextTests.test_required_overflow) ... ok
test_stale_evidence (test_suite.ContextTests.test_stale_evidence) ... ok
test_unbacked_claim (test_suite.ContextTests.test_unbacked_claim) ... ok
test_all_masked_rejected (test_suite.NumericsTests.test_all_masked_rejected) ... ok
test_bpe_merge_shortens (test_suite.NumericsTests.test_bpe_merge_shortens) ... ok
test_bpe_roundtrip (test_suite.NumericsTests.test_bpe_roundtrip) ... ok
test_cache_chunk (test_suite.NumericsTests.test_cache_chunk) ... ok
test_cache_token (test_suite.NumericsTests.test_cache_token) ... ok
test_causal (test_suite.NumericsTests.test_causal) ... ok
test_dpo_gradient (test_suite.NumericsTests.test_dpo_gradient) ... ok
test_gradient (test_suite.NumericsTests.test_gradient) ... ok
test_gradient_sum_zero (test_suite.NumericsTests.test_gradient_sum_zero) ... ok
test_negative_mask_detected (test_suite.NumericsTests.test_negative_mask_detected) ... ok
test_online (test_suite.NumericsTests.test_online) ... ok
test_rope_norm (test_suite.NumericsTests.test_rope_norm) ... ok
test_softmax_stable (test_suite.NumericsTests.test_softmax_stable) ... ok
test_speculative_distribution (test_suite.NumericsTests.test_speculative_distribution) ... ok
test_wrong_offset_detected (test_suite.NumericsTests.test_wrong_offset_detected) ... ok
test_failed_response (test_suite.ProtocolTests.test_failed_response) ... ok
test_id_conflict (test_suite.ProtocolTests.test_id_conflict) ... ok
test_not_executed_on_delta (test_suite.ProtocolTests.test_not_executed_on_delta) ... ok
test_truncated_sse (test_suite.ProtocolTests.test_truncated_sse) ... ok
test_utf8_sse (test_suite.ProtocolTests.test_utf8_sse) ... ok
test_capstone_actual_patch (test_suite.RecoveryTests.test_capstone_actual_patch) ... ok
test_changed_after_applied (test_suite.RecoveryTests.test_changed_after_applied) ... ok
test_id_reuse (test_suite.RecoveryTests.test_id_reuse) ... ok
test_outside_root (test_suite.RecoveryTests.test_outside_root) ... ok
test_real_crash_and_reconcile (test_suite.RecoveryTests.test_real_crash_and_reconcile) ... ok
test_stale_precondition (test_suite.RecoveryTests.test_stale_precondition) ... ok
test_acl (test_suite.RetrievalTests.test_acl) ... ok
test_ast (test_suite.RetrievalTests.test_ast) ... ok
test_empty (test_suite.RetrievalTests.test_empty) ... ok
test_principal_cache_isolation (test_suite.RetrievalTests.test_principal_cache_isolation) ... ok
test_rrf_duplicate (test_suite.RetrievalTests.test_rrf_duplicate) ... ok
test_update_invalidates (test_suite.RetrievalTests.test_update_invalidates) ... ok
test_version (test_suite.RetrievalTests.test_version) ... ok
test_mcnemar_zero (test_suite.StatisticsTests.test_mcnemar_zero) ... ok
test_paired_identity (test_suite.StatisticsTests.test_paired_identity) ... ok
test_pass_at_k (test_suite.StatisticsTests.test_pass_at_k) ... ok
test_wilson (test_suite.StatisticsTests.test_wilson) ... ok

----------------------------------------------------------------------
Ran 49 tests in 2.210s

OK