{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:6A5XJ4WBMYFW3D2BHLCN57SYDM","short_pith_number":"pith:6A5XJ4WB","canonical_record":{"source":{"id":"2607.05785","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-07-07T03:20:52Z","cross_cats_sorted":[],"title_canon_sha256":"a3a908e7647eb2381ece14df40cb03b1388b028bf67a73e9680d3a776d631acd","abstract_canon_sha256":"20454691ceef3bec773eadb9133fcb78d1ce94340dda85bf8203a185d5598b72"},"schema_version":"1.0"},"canonical_sha256":"f03b74f2c1660b6d8f413ac4defe581b188c6984916579a6f91a10bb04cafd1f","source":{"kind":"arxiv","id":"2607.05785","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.05785","created_at":"2026-07-08T01:18:45Z"},{"alias_kind":"arxiv_version","alias_value":"2607.05785v1","created_at":"2026-07-08T01:18:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.05785","created_at":"2026-07-08T01:18:45Z"},{"alias_kind":"pith_short_12","alias_value":"6A5XJ4WBMYFW","created_at":"2026-07-08T01:18:45Z"},{"alias_kind":"pith_short_16","alias_value":"6A5XJ4WBMYFW3D2B","created_at":"2026-07-08T01:18:45Z"},{"alias_kind":"pith_short_8","alias_value":"6A5XJ4WB","created_at":"2026-07-08T01:18:45Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:6A5XJ4WBMYFW3D2BHLCN57SYDM","target":"record","payload":{"canonical_record":{"source":{"id":"2607.05785","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-07-07T03:20:52Z","cross_cats_sorted":[],"title_canon_sha256":"a3a908e7647eb2381ece14df40cb03b1388b028bf67a73e9680d3a776d631acd","abstract_canon_sha256":"20454691ceef3bec773eadb9133fcb78d1ce94340dda85bf8203a185d5598b72"},"schema_version":"1.0"},"canonical_sha256":"f03b74f2c1660b6d8f413ac4defe581b188c6984916579a6f91a10bb04cafd1f","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-08T01:18:45.636782Z","signature_b64":"DS3EBu9Mgc9mG2Zup1kXNtMQvieead2u0WWiDGpU01xXOFpVy4PzpUQL6PKc4/yWl3g4g2mVAVVBqBLGY72ZDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f03b74f2c1660b6d8f413ac4defe581b188c6984916579a6f91a10bb04cafd1f","last_reissued_at":"2026-07-08T01:18:45.636304Z","signature_status":"signed_v1","first_computed_at":"2026-07-08T01:18:45.636304Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2607.05785","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-08T01:18:45Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"b/kmc8Ut3O7911zVyj9KyNO0GmH5QeuA9P9VvldQBVAO4gsVHH87LjtmQdGBt4JsezfZIpRclGoF/8FEL6V/Bw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-31T21:04:47.295413Z"},"content_sha256":"faad120dcf039467a83b5e621a43c579853e0626502525120864bc4a8dcccb67","schema_version":"1.0","event_id":"sha256:faad120dcf039467a83b5e621a43c579853e0626502525120864bc4a8dcccb67"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:6A5XJ4WBMYFW3D2BHLCN57SYDM","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Can Large Language Models Generate Observability-Aware Code?","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.SE","authors_text":"Hongyu Zhang, Jue Zhang, Liqun Li, Minghua Ma, Pengfei Gao, Qingwei Lin, Saravan Rajmohan, Si Qin, Yongliang Tao, Yu Kang, Zhiyu Fan","submitted_at":"2026-07-07T03:20:52Z","abstract_excerpt":"Recent advances in coding agents have enabled the generation of increasingly complex software systems. While existing evaluations primarily focus on functional correctness, production systems must expose failure evidence to support observability. In this paper, we present a systematic study of observability in agent-generated systems. We examine whether agents can reconstruct source-level diagnostic semantics by restoring observability artifacts in 10 open-source and 8 industrial repositories. We also evaluate whether these artifacts translate into effective fault signals at runtime through 20"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.05785","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2607.05785/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-08T01:18:45Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8OoIRDI8auZBwpl2+8SNRkp2BjoJxLfELRU6dR2AXRKv4SlvRuTBw7Ixtp9vlFl3HAEGDyBAO2qVEgT/huDcAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-31T21:04:47.295923Z"},"content_sha256":"79b6a6068654cce9af1fddef0668d8c238a7f0f96315bad7baed22e1c6609968","schema_version":"1.0","event_id":"sha256:79b6a6068654cce9af1fddef0668d8c238a7f0f96315bad7baed22e1c6609968"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6A5XJ4WBMYFW3D2BHLCN57SYDM/bundle.json","state_url":"https://pith.science/pith/6A5XJ4WBMYFW3D2BHLCN57SYDM/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6A5XJ4WBMYFW3D2BHLCN57SYDM/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-31T21:04:47Z","links":{"resolver":"https://pith.science/pith/6A5XJ4WBMYFW3D2BHLCN57SYDM","bundle":"https://pith.science/pith/6A5XJ4WBMYFW3D2BHLCN57SYDM/bundle.json","state":"https://pith.science/pith/6A5XJ4WBMYFW3D2BHLCN57SYDM/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6A5XJ4WBMYFW3D2BHLCN57SYDM/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:6A5XJ4WBMYFW3D2BHLCN57SYDM","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"20454691ceef3bec773eadb9133fcb78d1ce94340dda85bf8203a185d5598b72","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-07-07T03:20:52Z","title_canon_sha256":"a3a908e7647eb2381ece14df40cb03b1388b028bf67a73e9680d3a776d631acd"},"schema_version":"1.0","source":{"id":"2607.05785","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.05785","created_at":"2026-07-08T01:18:45Z"},{"alias_kind":"arxiv_version","alias_value":"2607.05785v1","created_at":"2026-07-08T01:18:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.05785","created_at":"2026-07-08T01:18:45Z"},{"alias_kind":"pith_short_12","alias_value":"6A5XJ4WBMYFW","created_at":"2026-07-08T01:18:45Z"},{"alias_kind":"pith_short_16","alias_value":"6A5XJ4WBMYFW3D2B","created_at":"2026-07-08T01:18:45Z"},{"alias_kind":"pith_short_8","alias_value":"6A5XJ4WB","created_at":"2026-07-08T01:18:45Z"}],"graph_snapshots":[{"event_id":"sha256:79b6a6068654cce9af1fddef0668d8c238a7f0f96315bad7baed22e1c6609968","target":"graph","created_at":"2026-07-08T01:18:45Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2607.05785/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent advances in coding agents have enabled the generation of increasingly complex software systems. While existing evaluations primarily focus on functional correctness, production systems must expose failure evidence to support observability. In this paper, we present a systematic study of observability in agent-generated systems. We examine whether agents can reconstruct source-level diagnostic semantics by restoring observability artifacts in 10 open-source and 8 industrial repositories. We also evaluate whether these artifacts translate into effective fault signals at runtime through 20","authors_text":"Hongyu Zhang, Jue Zhang, Liqun Li, Minghua Ma, Pengfei Gao, Qingwei Lin, Saravan Rajmohan, Si Qin, Yongliang Tao, Yu Kang, Zhiyu Fan","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-07-07T03:20:52Z","title":"Can Large Language Models Generate Observability-Aware Code?"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.05785","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:faad120dcf039467a83b5e621a43c579853e0626502525120864bc4a8dcccb67","target":"record","created_at":"2026-07-08T01:18:45Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"20454691ceef3bec773eadb9133fcb78d1ce94340dda85bf8203a185d5598b72","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-07-07T03:20:52Z","title_canon_sha256":"a3a908e7647eb2381ece14df40cb03b1388b028bf67a73e9680d3a776d631acd"},"schema_version":"1.0","source":{"id":"2607.05785","kind":"arxiv","version":1}},"canonical_sha256":"f03b74f2c1660b6d8f413ac4defe581b188c6984916579a6f91a10bb04cafd1f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f03b74f2c1660b6d8f413ac4defe581b188c6984916579a6f91a10bb04cafd1f","first_computed_at":"2026-07-08T01:18:45.636304Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-08T01:18:45.636304Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"DS3EBu9Mgc9mG2Zup1kXNtMQvieead2u0WWiDGpU01xXOFpVy4PzpUQL6PKc4/yWl3g4g2mVAVVBqBLGY72ZDQ==","signature_status":"signed_v1","signed_at":"2026-07-08T01:18:45.636782Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.05785","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:faad120dcf039467a83b5e621a43c579853e0626502525120864bc4a8dcccb67","sha256:79b6a6068654cce9af1fddef0668d8c238a7f0f96315bad7baed22e1c6609968"],"state_sha256":"58891126a572c11ba75e4fb74a91ee9ead3af3ec25d2e261500741be5c4d9810"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"xcGWNkpHNpw7VfWAyR5GwQvRR7e97xEpvkDnb7I0bcAnIxCtT1ReSiPJAf3lc0hR89GTYyBAV5a4XS5ZnZRoBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-31T21:04:47.299460Z","bundle_sha256":"307bb014f50a95e19ebd72383a374d7498ad736c12a16630271a0a8cfe90ef0f"}}