{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:XXPJFTERDJY5Z53MLOB7CSBZ2I","short_pith_number":"pith:XXPJFTER","canonical_record":{"source":{"id":"2501.13282","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2025-01-23T00:17:48Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"ea86d4e700fbbdf060105c10072b79615d0e196db6a7d0dd32865ec144f44b86","abstract_canon_sha256":"a1997092d69d7d0545fb7a05693208997586d577a65bb699d735a478393a1d51"},"schema_version":"1.0"},"canonical_sha256":"bdde92cc911a71dcf76c5b83f14839d20da84e32389fc538d54aa8202e055fb7","source":{"kind":"arxiv","id":"2501.13282","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.13282","created_at":"2026-07-05T10:04:26Z"},{"alias_kind":"arxiv_version","alias_value":"2501.13282v1","created_at":"2026-07-05T10:04:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.13282","created_at":"2026-07-05T10:04:26Z"},{"alias_kind":"pith_short_12","alias_value":"XXPJFTERDJY5","created_at":"2026-07-05T10:04:26Z"},{"alias_kind":"pith_short_16","alias_value":"XXPJFTERDJY5Z53M","created_at":"2026-07-05T10:04:26Z"},{"alias_kind":"pith_short_8","alias_value":"XXPJFTER","created_at":"2026-07-05T10:04:26Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:XXPJFTERDJY5Z53MLOB7CSBZ2I","target":"record","payload":{"canonical_record":{"source":{"id":"2501.13282","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2025-01-23T00:17:48Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"ea86d4e700fbbdf060105c10072b79615d0e196db6a7d0dd32865ec144f44b86","abstract_canon_sha256":"a1997092d69d7d0545fb7a05693208997586d577a65bb699d735a478393a1d51"},"schema_version":"1.0"},"canonical_sha256":"bdde92cc911a71dcf76c5b83f14839d20da84e32389fc538d54aa8202e055fb7","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:04:26.232746Z","signature_b64":"cuZ4C7/J69svDkWA1jje2B0gIxcOVrc7hh+q6uLZn6DNNSdKcyNj7btcB/Cr5PBTSyixff5QZgO0+TuyzseBBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"bdde92cc911a71dcf76c5b83f14839d20da84e32389fc538d54aa8202e055fb7","last_reissued_at":"2026-07-05T10:04:26.232335Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:04:26.232335Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2501.13282","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":"2026-07-05T10:04:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/3LyRC++Ms468EtQ13nyB6zKUbELV2A2VS84wMpWvJvxXyFdTn9CiKU8zHxKnRdxd40l1D1SuZ32Mij2c9yAAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-01T20:54:19.642742Z"},"content_sha256":"b29472a17854dc6dca4d88b2dda01a50d69da6612fef4734141a872f5f03d96a","schema_version":"1.0","event_id":"sha256:b29472a17854dc6dca4d88b2dda01a50d69da6612fef4734141a872f5f03d96a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:XXPJFTERDJY5Z53MLOB7CSBZ2I","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Experience with GitHub Copilot for Developer Productivity at Zoominfo","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.SE","authors_text":"Ali Dasdan, Gal Bakal, Guy Levin, Michael Kaufman, Yaniv Katz","submitted_at":"2025-01-23T00:17:48Z","abstract_excerpt":"This paper presents a comprehensive evaluation of GitHub Copilot's deployment and impact on developer productivity at Zoominfo, a leading Go-To-Market (GTM) Intelligence Platform. We describe our systematic four-phase approach to evaluating and deploying GitHub Copilot across our engineering organization, involving over 400 developers. Our analysis combines both quantitative metrics, focusing on acceptance rates of suggestions given by GitHub Copilot and qualitative feedback given by developers through developer satisfaction surveys. The results show an average acceptance rate of 33% for sugge"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.13282","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/2501.13282/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":"2026-07-05T10:04:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"LsPB5hOyjO8QkrqpaUpXRMvtZOoYhmzwAGSz6wqZ6rBawOKH7GJmRbKnDy49Y2NFRZygFk3un6ZRAwRnVsnpAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-01T20:54:19.643250Z"},"content_sha256":"ce2ac17894c25888b1555d454dfa469e609e9b4ab35c113e9542ee30821043f7","schema_version":"1.0","event_id":"sha256:ce2ac17894c25888b1555d454dfa469e609e9b4ab35c113e9542ee30821043f7"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/XXPJFTERDJY5Z53MLOB7CSBZ2I/bundle.json","state_url":"https://pith.science/pith/XXPJFTERDJY5Z53MLOB7CSBZ2I/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/XXPJFTERDJY5Z53MLOB7CSBZ2I/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":"2026-08-01T20:54:19Z","links":{"resolver":"https://pith.science/pith/XXPJFTERDJY5Z53MLOB7CSBZ2I","bundle":"https://pith.science/pith/XXPJFTERDJY5Z53MLOB7CSBZ2I/bundle.json","state":"https://pith.science/pith/XXPJFTERDJY5Z53MLOB7CSBZ2I/state.json","well_known_bundle":"https://pith.science/.well-known/pith/XXPJFTERDJY5Z53MLOB7CSBZ2I/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:XXPJFTERDJY5Z53MLOB7CSBZ2I","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":"a1997092d69d7d0545fb7a05693208997586d577a65bb699d735a478393a1d51","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2025-01-23T00:17:48Z","title_canon_sha256":"ea86d4e700fbbdf060105c10072b79615d0e196db6a7d0dd32865ec144f44b86"},"schema_version":"1.0","source":{"id":"2501.13282","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.13282","created_at":"2026-07-05T10:04:26Z"},{"alias_kind":"arxiv_version","alias_value":"2501.13282v1","created_at":"2026-07-05T10:04:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.13282","created_at":"2026-07-05T10:04:26Z"},{"alias_kind":"pith_short_12","alias_value":"XXPJFTERDJY5","created_at":"2026-07-05T10:04:26Z"},{"alias_kind":"pith_short_16","alias_value":"XXPJFTERDJY5Z53M","created_at":"2026-07-05T10:04:26Z"},{"alias_kind":"pith_short_8","alias_value":"XXPJFTER","created_at":"2026-07-05T10:04:26Z"}],"graph_snapshots":[{"event_id":"sha256:ce2ac17894c25888b1555d454dfa469e609e9b4ab35c113e9542ee30821043f7","target":"graph","created_at":"2026-07-05T10:04:26Z","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/2501.13282/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper presents a comprehensive evaluation of GitHub Copilot's deployment and impact on developer productivity at Zoominfo, a leading Go-To-Market (GTM) Intelligence Platform. We describe our systematic four-phase approach to evaluating and deploying GitHub Copilot across our engineering organization, involving over 400 developers. Our analysis combines both quantitative metrics, focusing on acceptance rates of suggestions given by GitHub Copilot and qualitative feedback given by developers through developer satisfaction surveys. The results show an average acceptance rate of 33% for sugge","authors_text":"Ali Dasdan, Gal Bakal, Guy Levin, Michael Kaufman, Yaniv Katz","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2025-01-23T00:17:48Z","title":"Experience with GitHub Copilot for Developer Productivity at Zoominfo"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.13282","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:b29472a17854dc6dca4d88b2dda01a50d69da6612fef4734141a872f5f03d96a","target":"record","created_at":"2026-07-05T10:04:26Z","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":"a1997092d69d7d0545fb7a05693208997586d577a65bb699d735a478393a1d51","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2025-01-23T00:17:48Z","title_canon_sha256":"ea86d4e700fbbdf060105c10072b79615d0e196db6a7d0dd32865ec144f44b86"},"schema_version":"1.0","source":{"id":"2501.13282","kind":"arxiv","version":1}},"canonical_sha256":"bdde92cc911a71dcf76c5b83f14839d20da84e32389fc538d54aa8202e055fb7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bdde92cc911a71dcf76c5b83f14839d20da84e32389fc538d54aa8202e055fb7","first_computed_at":"2026-07-05T10:04:26.232335Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:04:26.232335Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"cuZ4C7/J69svDkWA1jje2B0gIxcOVrc7hh+q6uLZn6DNNSdKcyNj7btcB/Cr5PBTSyixff5QZgO0+TuyzseBBw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:04:26.232746Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.13282","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b29472a17854dc6dca4d88b2dda01a50d69da6612fef4734141a872f5f03d96a","sha256:ce2ac17894c25888b1555d454dfa469e609e9b4ab35c113e9542ee30821043f7"],"state_sha256":"bd9f55ea5cd35d3a5b4f4add3908c823abf1b88f5fd3abd2e100c882cdc5cd50"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"V2A/6d9oADwgB7gnBqZNKo3tlMp/De+MZn+E7Od8Y4x4oV50G5hr8dwYw0IOvN5hRZuZr5T2LNYCg9aIGetPBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-01T20:54:19.646970Z","bundle_sha256":"4487608570661ee1f6aacfdfdec70a84ce02d7c779caaf5e7380917984c4d7bf"}}