{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:GIGPKZXKDX34VQU5QDTWT56FCQ","short_pith_number":"pith:GIGPKZXK","canonical_record":{"source":{"id":"2411.18226","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2024-11-27T11:03:47Z","cross_cats_sorted":["cs.AI","cs.LG","cs.MA"],"title_canon_sha256":"47a2c037b2807cbf67617e906feb22aa833921a6335eb66752a9bce83a9e1bae","abstract_canon_sha256":"aec2a6deb66013f7a3ad3cfeba48aa641ad40efa3b27a7dc3650a391e8cb1d77"},"schema_version":"1.0"},"canonical_sha256":"320cf566ea1df7cac29d80e769f7c5142d173f17d1a8ab8a2e4a3be955af7ad5","source":{"kind":"arxiv","id":"2411.18226","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.18226","created_at":"2026-07-05T09:41:13Z"},{"alias_kind":"arxiv_version","alias_value":"2411.18226v1","created_at":"2026-07-05T09:41:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.18226","created_at":"2026-07-05T09:41:13Z"},{"alias_kind":"pith_short_12","alias_value":"GIGPKZXKDX34","created_at":"2026-07-05T09:41:13Z"},{"alias_kind":"pith_short_16","alias_value":"GIGPKZXKDX34VQU5","created_at":"2026-07-05T09:41:13Z"},{"alias_kind":"pith_short_8","alias_value":"GIGPKZXK","created_at":"2026-07-05T09:41:13Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:GIGPKZXKDX34VQU5QDTWT56FCQ","target":"record","payload":{"canonical_record":{"source":{"id":"2411.18226","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2024-11-27T11:03:47Z","cross_cats_sorted":["cs.AI","cs.LG","cs.MA"],"title_canon_sha256":"47a2c037b2807cbf67617e906feb22aa833921a6335eb66752a9bce83a9e1bae","abstract_canon_sha256":"aec2a6deb66013f7a3ad3cfeba48aa641ad40efa3b27a7dc3650a391e8cb1d77"},"schema_version":"1.0"},"canonical_sha256":"320cf566ea1df7cac29d80e769f7c5142d173f17d1a8ab8a2e4a3be955af7ad5","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:41:13.461263Z","signature_b64":"aIUpDATEAWXuAQbiw1KH7Q+5mJ+dQfHC7mIqeyD9wuyuX0UHIORuj+ohiXQqvQSFKSIUXvhdt76GVEw5bggvBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"320cf566ea1df7cac29d80e769f7c5142d173f17d1a8ab8a2e4a3be955af7ad5","last_reissued_at":"2026-07-05T09:41:13.460700Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:41:13.460700Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2411.18226","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":"2026-07-05T09:41:13Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"971aJmzvnD2nQbpeo9XNA/pzRDObwFWYSpvneVqBu+mvavR2l/mYT1CVuu1sWOYkBugIfzMCUm9lCb+CL7GUBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-13T03:25:20.578405Z"},"content_sha256":"9cbf4150177e86db84562c8719cc26b5b6da959b6b0cdd05d5816a34137d5fb5","schema_version":"1.0","event_id":"sha256:9cbf4150177e86db84562c8719cc26b5b6da959b6b0cdd05d5816a34137d5fb5"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:GIGPKZXKDX34VQU5QDTWT56FCQ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Feature-Factory: Automating Software Feature Integration Using Generative AI","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.LG","cs.MA"],"primary_cat":"cs.SE","authors_text":"Ruslan Idelfonso Magana Vsevolodovna","submitted_at":"2024-11-27T11:03:47Z","abstract_excerpt":"Integrating new features into existing software projects can be a complex and time-consuming process. Feature-Factory leverages Generative AI with WatsonX.ai to automate the analysis, planning, and implementation of feature requests. By combining advanced project parsing, dependency resolution, and AI-generated code, the program ensures seamless integration of features into software systems while maintaining structural integrity. This paper presents the methodology, mathematical model, and results of the Feature-Factory framework."},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.18226","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/2411.18226/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":"2026-07-05T09:41:13Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Q0VsmDFnGcflRayszdZsAUsx72HMl749WnC2xtXJ3WUjGsdoFTVoc4Bzj+Tgf1TZrzNEzdV4qQb2apU9jHIsAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-13T03:25:20.579297Z"},"content_sha256":"6598a14794d5491ce92af0203dfaa8fec3fb955ab4ab533cc787d135337d7ee7","schema_version":"1.0","event_id":"sha256:6598a14794d5491ce92af0203dfaa8fec3fb955ab4ab533cc787d135337d7ee7"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/GIGPKZXKDX34VQU5QDTWT56FCQ/bundle.json","state_url":"https://pith.science/pith/GIGPKZXKDX34VQU5QDTWT56FCQ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/GIGPKZXKDX34VQU5QDTWT56FCQ/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":"2026-08-13T03:25:20Z","links":{"resolver":"https://pith.science/pith/GIGPKZXKDX34VQU5QDTWT56FCQ","bundle":"https://pith.science/pith/GIGPKZXKDX34VQU5QDTWT56FCQ/bundle.json","state":"https://pith.science/pith/GIGPKZXKDX34VQU5QDTWT56FCQ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/GIGPKZXKDX34VQU5QDTWT56FCQ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:GIGPKZXKDX34VQU5QDTWT56FCQ","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":"aec2a6deb66013f7a3ad3cfeba48aa641ad40efa3b27a7dc3650a391e8cb1d77","cross_cats_sorted":["cs.AI","cs.LG","cs.MA"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2024-11-27T11:03:47Z","title_canon_sha256":"47a2c037b2807cbf67617e906feb22aa833921a6335eb66752a9bce83a9e1bae"},"schema_version":"1.0","source":{"id":"2411.18226","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.18226","created_at":"2026-07-05T09:41:13Z"},{"alias_kind":"arxiv_version","alias_value":"2411.18226v1","created_at":"2026-07-05T09:41:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.18226","created_at":"2026-07-05T09:41:13Z"},{"alias_kind":"pith_short_12","alias_value":"GIGPKZXKDX34","created_at":"2026-07-05T09:41:13Z"},{"alias_kind":"pith_short_16","alias_value":"GIGPKZXKDX34VQU5","created_at":"2026-07-05T09:41:13Z"},{"alias_kind":"pith_short_8","alias_value":"GIGPKZXK","created_at":"2026-07-05T09:41:13Z"}],"graph_snapshots":[{"event_id":"sha256:6598a14794d5491ce92af0203dfaa8fec3fb955ab4ab533cc787d135337d7ee7","target":"graph","created_at":"2026-07-05T09:41:13Z","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/2411.18226/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Integrating new features into existing software projects can be a complex and time-consuming process. Feature-Factory leverages Generative AI with WatsonX.ai to automate the analysis, planning, and implementation of feature requests. By combining advanced project parsing, dependency resolution, and AI-generated code, the program ensures seamless integration of features into software systems while maintaining structural integrity. This paper presents the methodology, mathematical model, and results of the Feature-Factory framework.","authors_text":"Ruslan Idelfonso Magana Vsevolodovna","cross_cats":["cs.AI","cs.LG","cs.MA"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2024-11-27T11:03:47Z","title":"Feature-Factory: Automating Software Feature Integration Using Generative AI"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.18226","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":"sha256:9cbf4150177e86db84562c8719cc26b5b6da959b6b0cdd05d5816a34137d5fb5","target":"record","created_at":"2026-07-05T09:41:13Z","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":"aec2a6deb66013f7a3ad3cfeba48aa641ad40efa3b27a7dc3650a391e8cb1d77","cross_cats_sorted":["cs.AI","cs.LG","cs.MA"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2024-11-27T11:03:47Z","title_canon_sha256":"47a2c037b2807cbf67617e906feb22aa833921a6335eb66752a9bce83a9e1bae"},"schema_version":"1.0","source":{"id":"2411.18226","kind":"arxiv","version":1}},"canonical_sha256":"320cf566ea1df7cac29d80e769f7c5142d173f17d1a8ab8a2e4a3be955af7ad5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"320cf566ea1df7cac29d80e769f7c5142d173f17d1a8ab8a2e4a3be955af7ad5","first_computed_at":"2026-07-05T09:41:13.460700Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:41:13.460700Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"aIUpDATEAWXuAQbiw1KH7Q+5mJ+dQfHC7mIqeyD9wuyuX0UHIORuj+ohiXQqvQSFKSIUXvhdt76GVEw5bggvBg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:41:13.461263Z","signed_message":"canonical_sha256_bytes"},"source_id":"2411.18226","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9cbf4150177e86db84562c8719cc26b5b6da959b6b0cdd05d5816a34137d5fb5","sha256:6598a14794d5491ce92af0203dfaa8fec3fb955ab4ab533cc787d135337d7ee7"],"state_sha256":"d55d6c70e8b05353e21c7ba190dd14aaffa2b3e69cc7a2af2f43c4619bcc08e2"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"dOl1o20ms+vYKfRo3Q/i1t1cI9bL2Ic6ZPXwPdGICzrglzTHSLTUL2zpLqA4/rL+wd/sIJb5geKUpv926a2OCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-13T03:25:20.596126Z","bundle_sha256":"ca67988d529a0580688698054617703f25bb0d4888c5a1c3a8be80a2b9d129be"}}