{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:OXXLX75J7VRT6P7CTHJE7ILUWH","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":"3c31157557de60723d0db09af57be61547fdd29761e9274affa3b37467e5d4c4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-05-22T07:54:07Z","title_canon_sha256":"8b28823994954883d4420eae55da04532791e562e59ec38f00c4f7262cedbb8d"},"schema_version":"1.0","source":{"id":"2505.16339","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.16339","created_at":"2026-07-05T11:07:33Z"},{"alias_kind":"arxiv_version","alias_value":"2505.16339v1","created_at":"2026-07-05T11:07:33Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.16339","created_at":"2026-07-05T11:07:33Z"},{"alias_kind":"pith_short_12","alias_value":"OXXLX75J7VRT","created_at":"2026-07-05T11:07:33Z"},{"alias_kind":"pith_short_16","alias_value":"OXXLX75J7VRT6P7C","created_at":"2026-07-05T11:07:33Z"},{"alias_kind":"pith_short_8","alias_value":"OXXLX75J","created_at":"2026-07-05T11:07:33Z"}],"graph_snapshots":[{"event_id":"sha256:d90b904f5dde532d2414f038a5c7a2aec5a74d85de3853818caa36a82482a5c3","target":"graph","created_at":"2026-07-05T11:07:33Z","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/2505.16339/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Code reviews are a critical yet time-consuming aspect of modern software development, increasingly challenged by growing system complexity and the demand for faster delivery. This paper presents a study conducted at WirelessCar Sweden AB, combining an exploratory field study of current code review practices with a field experiment involving two variations of an LLM-assisted code review tool. The field study identifies key challenges in traditional code reviews, including frequent context switching, insufficient contextual information, and highlights both opportunities (e.g., automatic summariz","authors_text":"Adam Nirving Davidsson, Bj\\\"orn Borgar Magn\\'usson, Chih-Hong Cheng, Fannar Steinn A{\\dh}alsteinsson, Mislav Milicevic","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-05-22T07:54:07Z","title":"Rethinking Code Review Workflows with LLM Assistance: An Empirical Study"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.16339","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:df9505239a2dd5ea02ca8846fe12b5f1d2e82a7201f70404f6daed92fbd10c85","target":"record","created_at":"2026-07-05T11:07:33Z","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":"3c31157557de60723d0db09af57be61547fdd29761e9274affa3b37467e5d4c4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-05-22T07:54:07Z","title_canon_sha256":"8b28823994954883d4420eae55da04532791e562e59ec38f00c4f7262cedbb8d"},"schema_version":"1.0","source":{"id":"2505.16339","kind":"arxiv","version":1}},"canonical_sha256":"75eebbffa9fd633f3fe299d24fa174b1d83e7f5dc06078c400494ed369906462","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"75eebbffa9fd633f3fe299d24fa174b1d83e7f5dc06078c400494ed369906462","first_computed_at":"2026-07-05T11:07:33.981349Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:07:33.981349Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"r3I++w+rjTEm0qdGJNiXDO+Y5g+4CQ6TW0iMAqPhz/XRFq2JJHzobKI/xwSDmWQL0NKmKs7ynckgyTrIpeDXCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:07:33.981826Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.16339","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:df9505239a2dd5ea02ca8846fe12b5f1d2e82a7201f70404f6daed92fbd10c85","sha256:d90b904f5dde532d2414f038a5c7a2aec5a74d85de3853818caa36a82482a5c3"],"state_sha256":"dc27d4538dbb83f0f6bfe305aad29053aad6e4bff8d744836628860c62b2106e"}