{"as_of":"2026-08-05T08:14:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:3ffa2e6840bae9bb26c2e662a64e5e9b2a636574c88b242bb0a9e1241a00892d","coverage":[{"denominator":43,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":43,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-08T09:22:38.776358Z","state":"measured"},{"denominator":44,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":44,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-05T06:32:48.257954+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-06-29T12:10:56.403959Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-06-29T12:13:26.609508Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"cited_work":{"arxiv_id":"2605.05700","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.05700","snapshot_observed_at":"2026-06-29T12:13:26.609508Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","venue":"cs.SE","work_id":"cf80f2d1-a257-4a43-b9f8-a3906f19f800","year":2026},"citing_paper":{"arxiv_id":"2605.28122","last_updated":"2026-05-27T08:14:07Z","snapshot_observed_at":"2026-07-06T23:37:45.223562Z","submitted_at":"2026-05-27T08:14:07Z","title":"SNARE: Adaptive Scenario Synthesis for Eliciting Overeager Behavior in Coding Agents","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-06-29T12:10:56.403959Z"},"links":{"cited_paper":"/paper/2605.05700","citing_paper":"/paper/2605.28122"},"observation_digest":"sha256:500583e12e8dec9e0b06aa2d14e7076ff66db4d5e10f12e34b826bcde101953b","observation_id":"f84b7dfb-1d32-46ee-aaf8-b66692de19fc","resolution":{"observed_at":"2026-06-29T12:13:26.610670Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2605.05700/citation-record","integrity":"/paper/2605.05700/integrity","json":"/paper/2605.05700/citation-record.json","paper":"/paper/2605.05700"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2107.03374","last_updated":"2021-07-14T17:16:02Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2021-07-07T17:41:24Z","title":"Evaluating Large Language Models Trained on Code","version":2},"cited_work":{"arxiv_id":"2107.03374","doi":"10.48550/arxiv.2107.03374","metadata_source":"pith","pith_arxiv_id":"2107.03374","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Evaluating Large Language Models Trained on Code","venue":"cs.LG","work_id":"042493e9-b26f-4b4e-bbde-382072ca9b08","year":2021},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"cited_paper":"/paper/2107.03374","citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:d739894dd972514e92e3681cf9936852c38c9ddeb170d4df93a923527719ce40","observation_id":"5a36a481-27cc-4c12-a599-1165ceddfdb4","resolution":{"observed_at":"2026-05-11T20:21:11.800652Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-01T08:08:23.404839+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-01T08:08:23.404839+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Competition-level code generation with alphacode","venue":null,"work_id":"e25bbd7d-6a45-449f-8a76-ba9c118395ab","year":2022},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:572043e407c97dab02354838e08caf83994bb73ded14546b88c79575979376f1","observation_id":"4ec13fc2-9d6b-4cc6-a6c0-61c95a38e625","resolution":{"observed_at":"2026-05-26T16:17:36.649241Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"An empirical evaluation of using large language models for automated unit test generation","venue":null,"work_id":"242ed075-eb35-4de0-b77a-d5f192f553e7","year":2023},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:56f15a1459e09a20bae5501769e6ee21ff7b7af9d182f01ef72b8db9547ae9ba","observation_id":"2e7fe5ca-9c67-41cd-8850-c3cde8dc1f7b","resolution":{"observed_at":"2026-05-26T16:17:36.689180Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2601.10258","doi":"10.48550/arxiv.2601.10258","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Evolving with ai: A longi- tudinal analysis of developer logs","venue":"arXiv (Cornell University)","work_id":"e54232fb-8494-4758-8e10-860625f19330","year":2026},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:417d7e4489a4abf93d9aa81def28d40d316a9deb07d19416f254ab90a1ca0204","observation_id":"520ff133-1824-4ede-a107-ff8e562c4c24","resolution":{"observed_at":"2026-05-11T20:21:11.878231Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Github copilot in the classroom: learning to code with ai assistance","venue":null,"work_id":"cedd7996-3ee3-4114-ae63-c5cfc588d480","year":2022},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:da1da1a6dc3d71edf1b311a660923805add3280ddbeec3a6475a63ecf9a8ec50","observation_id":"adcc49e8-11fd-4fb3-9eab-562d24c0c94c","resolution":{"observed_at":"2026-05-26T16:17:36.673699Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T10:40:55.839858Z","title":"Grounded copilot: How programmers interact with code-generating models","venue":null,"work_id":"520fc074-09ef-4802-96a2-4c42b0efe6f9","year":2023},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:1440fbc70094c539684ad896b8f53e5629f28e71178decfc413662b4d0686bee","observation_id":"9e4d08b8-e970-45e1-a1c7-eb283578f595","resolution":{"observed_at":"2026-05-26T16:17:36.670738Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"A large-scale survey on the usability of ai programming assistants: Successes and challenges","venue":null,"work_id":"329e00c4-028b-48c0-bd99-d5a0707cf238","year":2024},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:942626011d7ac8b87eea65d9d2a4ade7b391578281fe61702a01ebb004ce7f34","observation_id":"8f5ec273-2ea7-42a4-b0ca-ffc463b68c0b","resolution":{"observed_at":"2026-05-26T16:17:36.727874Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Beyond code generation: An obser- vational study of chatgpt usage in software engineering practice","venue":null,"work_id":"7c6ae75a-f35f-4e02-b64a-3ed89850517e","year":2024},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:4f0a0e5e51aeb783071ace69b4c83406528090f5314927471cef64bf7e8bb39f","observation_id":"eb7d62ff-3c2b-46c2-aeec-baa5a5e1c0c0","resolution":{"observed_at":"2026-05-26T16:17:36.652232Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Learning from examples to improve code completion systems","venue":null,"work_id":"23372edf-4409-45b2-9ba0-d3a5b9182e9f","year":2009},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:05a7307fac7bee61264627aa392255104996c0eac1d1a831929e33085c2d2e85","observation_id":"64f1fc44-ce97-4a1c-99a0-f0ae2f713d3e","resolution":{"observed_at":"2026-05-26T16:17:36.725032Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Code completion with statistical language models","venue":null,"work_id":"93e5bf9b-7b69-41db-808a-696485b00102","year":2014},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:23fbc353e3dbff5527799e10df4bbb35fd3c201a6ba5f35973b8dfdf00bd8458","observation_id":"2b5be501-7c22-47ae-8c58-5952868f85e1","resolution":{"observed_at":"2026-05-26T16:17:36.697083Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"SWE-agent: Agent-computer interfaces enable automated software engineering","venue":null,"work_id":"711b6526-fa36-4a5e-aee3-bc51f2f1a544","year":2024},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:cce51798ff64d92607ec08c169107a38bb73114f77cccf6315f0f414f6ab4949","observation_id":"6c77384a-ac9c-42dc-904d-e69091468eb2","resolution":{"observed_at":"2026-05-26T16:17:36.717205Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Need help? designing proactive ai assistants for programming","venue":null,"work_id":"2de34ecb-f411-4958-8195-a90e73866d03","year":2025},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:ce925eca6e29cb5f3cb5316e9e716375fc08ee498cb49465c08683f742c3140a","observation_id":"4bfe3ecb-c92d-4802-ad1a-fac21970ca7f","resolution":{"observed_at":"2026-05-26T16:17:36.676409Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Codinggenie: A proactive llm-powered programming assistant","venue":null,"work_id":"ac3cb86a-71b2-4602-b3d6-edf51148512b","year":2025},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:bd5e5e4adf42208d5d7535012388fdb7bc24963a786f44dd71a01eeb7b860d0f","observation_id":"ef91ba63-ed94-4487-b6ea-85e65522f259","resolution":{"observed_at":"2026-05-26T16:17:36.661292Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2604.00436","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T03:57:46.619367Z","title":"Program- ming by chat: A large-scale behavioral analysis of 11,579 real-world ai-assisted ide sessions","venue":null,"work_id":"23891d45-8897-4108-b768-ae93bece82e0","year":2026},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:8c662006b044aad43448117a5a518c2febc4971ee179f0e6108b69aa2964d7f3","observation_id":"999ffece-50ff-4f88-9759-3f07e0b2e4b5","resolution":{"observed_at":"2026-05-11T20:21:11.857357Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2601.10253","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Developer inter- action patterns with proactive AI: A five-day field study","venue":null,"work_id":"3224d95a-e0f4-436e-b55c-5d59bc47bea0","year":2026},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:896bd29283f425877ce12106c9f400d92adb0824f44aca2c3a3bf798b12c351c","observation_id":"61219140-fadf-4df5-9564-2041f2c20f5d","resolution":{"observed_at":"2026-05-11T20:21:11.831345Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Reading between the lines: Modeling user behavior and costs in ai-assisted programming","venue":null,"work_id":"a463d6c9-eb05-455a-a74a-c058b643ded3","year":2024},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:d5b45b69a3f07bd534f8e82ed6153105a3c702026938e849a63c1e7d8ac8795a","observation_id":"01644057-b898-476b-9b0e-5a1c96921634","resolution":{"observed_at":"2026-05-26T16:17:36.719875Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.12361","last_updated":"2024-12-03T04:34:09Z","snapshot_observed_at":"2026-08-04T23:32:21.439582Z","submitted_at":"2024-10-16T08:24:09Z","title":"Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance","version":3},"cited_work":{"arxiv_id":"2410.12361","doi":"10.48550/arxiv.2410.12361","metadata_source":"arxiv_reference","pith_arxiv_id":"2410.12361","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Proactive agent: Shifting llm agents from reactive responses to active assistance","venue":"arXiv (Cornell University)","work_id":"5804e134-c400-4a39-91db-646e99d510cb","year":2024},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"cited_paper":"/paper/2410.12361","citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:629d218dccb9832860e0356d87a2d3abf5074965a6f0aca0c28f27f39b3f0753","observation_id":"395d89e4-437b-4a03-a95d-a1152b96b146","resolution":{"observed_at":"2026-05-11T20:21:11.844348Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2509.21730","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-28T23:02:46.290882Z","title":"Propersim: Developing proactive and per- sonalized ai assistants through user-assistant simulation","venue":null,"work_id":"308560d1-107e-47a5-99e6-54c3d87fbd55","year":2025},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:5ae914b99f9fae3d9d2f1a924d328d6dcca4e03da32dbd8abcadb22f38c7156c","observation_id":"910cfcae-a238-4531-a8a3-c9dd0e39bb09","resolution":{"observed_at":"2026-05-11T20:21:11.897517Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Repocoder: Repository- level code completion through iterative retrieval and generation","venue":null,"work_id":"bb391d74-f50d-4069-85f0-c7612655b1ef","year":2023},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:e87014b1c16416fa5f2114359e49d94c4ccf965fe59d21d8b27c67063dad4d9c","observation_id":"19d5dfe9-1008-4a8d-b974-5e3cb980b59a","resolution":{"observed_at":"2026-05-26T16:17:36.658347Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Repograph: Enhancing ai software engineering with repository-level code graph","venue":null,"work_id":"1dc4fc71-6d0c-46f4-b243-30a34571a41a","year":2025},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:9557833140aae461472914da664cc6134574baee5c4b72df733a3ae8b2f82368","observation_id":"7ce323c7-6fe2-4497-82da-0abe24c13ebb","resolution":{"observed_at":"2026-05-26T16:17:36.685495Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2602.03442","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-29T17:13:44.985105Z","title":"A-rag: Scaling agentic retrieval-augmented generation via hierarchical retrieval inter- faces","venue":null,"work_id":"7d900f53-e5bc-49ab-b50b-defcaaf4a93d","year":2026},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:949074edfe0760f515ce33397ebe6d86d06886f63e2da6db5c18753dbda9f3df","observation_id":"8c1d1c2a-5f61-40cb-942b-25ff97dd49ad","resolution":{"observed_at":"2026-05-11T20:21:11.910338Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"A review on code generation with llms: Application and evaluation","venue":null,"work_id":"868c3f08-9cf3-479a-8d35-319195453711","year":2023},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:67ba6a596e39f2828846bb0e5be0fcbde4b462bbbaed752ce4f09a29eeaa53f5","observation_id":"fde7c25f-c478-4d09-899c-a3cf4ac89e85","resolution":{"observed_at":"2026-05-26T16:17:36.655362Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Automated program repair in the era of large pre-trained language models","venue":null,"work_id":"5bdf41c6-e2cd-4fce-8230-59cc911f103f","year":2023},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:caf711108e8cc77e414d70c3d9647572fa96d7b2131ab815efc994ad78af3354","observation_id":"9c67078e-1952-4597-8cab-8182022ce32d","resolution":{"observed_at":"2026-05-26T16:17:36.664411Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"CrossCodeEval: A diverse and multilingual benchmark for cross-file code completion","venue":null,"work_id":"90ece7c4-fe5b-417b-b648-74f40f2edc10","year":2023},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:c29d8738e61d02d6b8a7121bb9b6ba2d899190e1953c9e4f257fd3d6bc0c2aef","observation_id":"1bcb4511-a58d-4387-a112-46742136bd9a","resolution":{"observed_at":"2026-05-26T16:17:36.694456Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.02750","last_updated":"2023-05-09T11:34:24Z","snapshot_observed_at":"2026-07-06T15:23:14.108003Z","submitted_at":"2023-05-04T11:38:49Z","title":"A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects","version":2},"cited_work":{"arxiv_id":"2305.02750","doi":"10.48550/arxiv.2305.02750","metadata_source":"pith","pith_arxiv_id":"2305.02750","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2305.02750 , year=","venue":"cs.CL","work_id":"7b161364-7f72-48cf-833e-8c4c92d7923a","year":2023},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"cited_paper":"/paper/2305.02750","citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:ee9896e61ca3e8055014fd35ba767ad1f8b26bd5619900746c902513bfeb6080","observation_id":"cb70763d-3926-4131-88d3-3ee931fedb20","resolution":{"observed_at":"2026-05-11T20:21:11.747926Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2603.11245","last_updated":"2026-07-31T22:23:28Z","snapshot_observed_at":"2026-08-05T07:22:15.776073Z","submitted_at":"2026-03-11T19:12:31Z","title":"Mind the Sim2Real Gap in User Simulation for Agentic Tasks","version":2},"cited_work":{"arxiv_id":"2603.11245","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2603.11245","snapshot_observed_at":"2026-08-04T01:49:27.862601Z","title":"Mind the sim2real gap in user simulation for agentic tasks, 2026 b","venue":null,"work_id":"a8c0ed0b-a80e-4e3f-9e2f-a9d0dbd9f108","year":2026},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"cited_paper":"/paper/2603.11245","citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:ca97a3dc4193d21f230a3e03d820a0aae9706f82c13848efd5e1cc7cb5ee6c51","observation_id":"faed5fd3-ae38-4429-a7c9-e05bb1dc7e00","resolution":{"observed_at":"2026-08-04T01:49:27.862601Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2602.04482","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-29T21:33:58.821140Z","title":"Proagentbench: Evaluating llm agents for proactive assistance with real-world data","venue":null,"work_id":"f1f8054c-4774-4c8c-be2f-d5a1ad576cbf","year":2026},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:84b673e3e1482409d6d731bbcd6487c9d78d7d0ba3d9a990134be019bbbfe755","observation_id":"0f86e705-7c40-4398-8863-7dd026c0eff3","resolution":{"observed_at":"2026-05-11T20:21:11.791899Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2603.08013","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-02T03:26:28.905265Z","title":"Pira-bench: A transition from reactive gui agents to gui-based proactive intent recommendation agents","venue":null,"work_id":"7654d782-6092-418a-9a2c-fefcea48a979","year":2026},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:81a18368dee093e8a3f36fc1a9487f5b577684ec24fcea4663bb2c7871e7f993","observation_id":"e5774a0c-bd06-459d-b6ae-c3834c97159d","resolution":{"observed_at":"2026-05-11T20:21:11.778999Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Deveval: A manually- annotated code generation benchmark aligned with real- world code repositories","venue":null,"work_id":"55cc703a-11a6-480d-a39a-71af66cee4dc","year":2024},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:b7219565a16d04dc5ba6ce621e854de846e0b75bc7ab15a37f9a89e595664d60","observation_id":"141f7f1b-747c-4617-86b4-34948177fdf2","resolution":{"observed_at":"2026-05-26T16:17:36.702042Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Evocodebench: An evolving code generation benchmark with domain-specific evaluations","venue":null,"work_id":"9a7c72d2-3542-42bc-837d-4893f988fb11","year":2024},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:e0cecf60781760a961820db8095ab5e9d099889f7ce29ec662f004490b5b1524","observation_id":"8ce9e751-8717-4463-93dc-c4f247de57f6","resolution":{"observed_at":"2026-05-26T16:17:36.679470Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2108.07732","last_updated":"2021-08-16T03:57:30Z","snapshot_observed_at":"2026-08-02T19:23:53.535075Z","submitted_at":"2021-08-16T03:57:30Z","title":"Program Synthesis with Large Language Models","version":1},"cited_work":{"arxiv_id":"2108.07732","doi":"10.1007/s11390-025-5518-5","metadata_source":"pith","pith_arxiv_id":"2108.07732","snapshot_observed_at":"2026-07-11T11:50:26.030339Z","title":"Program Synthesis with Large Language Models","venue":"cs.PL","work_id":"fd241a05-03b9-4de2-9588-9d77ce176125","year":2021},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"cited_paper":"/paper/2108.07732","citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:e7e5f438cdcc46a661655f18a1cc38957944a8df5f085f996be83d6d70ac5bfe","observation_id":"9c9a75d6-4de1-4ed4-a359-5490f7ba8146","resolution":{"observed_at":"2026-05-11T20:21:11.691821Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T00:44:24.648380Z","title":"SWE-bench: Can language models resolve real-world github issues?","venue":null,"work_id":"8bf731b3-654f-49db-989f-520308790b46","year":2024},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:e43f338ea2eb91552f6c9b8ac9a3ffab6a8cf57b6cd49013f402b09d2bb881a3","observation_id":"5053db15-4c13-4384-ab56-f3a1b964da88","resolution":{"observed_at":"2026-05-26T16:17:36.704958Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1909.09436","last_updated":"2020-06-08T09:09:28Z","snapshot_observed_at":"2026-08-05T00:20:39.590098Z","submitted_at":"2019-09-20T11:52:45Z","title":"CodeSearchNet Challenge: Evaluating the State of Semantic Code Search","version":3},"cited_work":{"arxiv_id":"1909.09436","doi":"10.48550/arxiv.1909.09436","metadata_source":"pith","pith_arxiv_id":"1909.09436","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"CodeSearchNet Challenge: Evaluating the State of Semantic Code Search","venue":"cs.LG","work_id":"c800e7c9-4d30-4cea-a30c-2a54a64f9229","year":2019},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"cited_paper":"/paper/1909.09436","citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:1b3c324b81ebf6fa1c38ed5c7243963195b89ad2183fc6bfb4aa02b67ed79b90","observation_id":"86221c85-1d66-4a7c-93aa-b1e647296cf6","resolution":{"observed_at":"2026-05-12T16:06:20.913961Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-05-21T21:53:08.457832+00:00","source":"crossref_status_cache"},{"observed_at":"2026-05-21T21:53:08.457832+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.08604","last_updated":"2024-12-14T09:45:51Z","snapshot_observed_at":"2026-07-06T17:44:00.848335Z","submitted_at":"2024-03-13T15:13:44Z","title":"Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study","version":3},"cited_work":{"arxiv_id":"2403.08604","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2403.08604","snapshot_observed_at":"2026-07-04T09:39:46.934646Z","title":"DevBench: A comprehensive benchmark for software development.arXiv preprint arXiv:2403.08604, 3","venue":null,"work_id":"a4eb17af-0573-470e-b2b6-600c3e211106","year":2024},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"cited_paper":"/paper/2403.08604","citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:6f5852ccfed2cdba617e9e29e7347f524483c3223d21c2044ff4bb6fa711251c","observation_id":"d37b59c1-2381-4af9-ab0e-7c4745b7fa6c","resolution":{"observed_at":"2026-05-11T20:21:11.811162Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Judging llm-as-a-judge with mt-bench and chatbot arena","venue":null,"work_id":"f731080a-5a31-420a-81b3-5839b805426b","year":2023},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:38c5cf8439b079fa1d9c75964ed5e2b241304e2e34e039e12366193330920be0","observation_id":"a22bd0ae-3b09-45af-9391-c93376a138eb","resolution":{"observed_at":"2026-05-26T16:17:36.722526Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Large language models are not fair evaluators","venue":null,"work_id":"8f2d2cdc-4ceb-4d24-95b0-72cf1c06a8af","year":2024},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:a1d75f294cd412fe876c4e060ed29cdf0904564b3bdb9f74b6f6f153dab1851a","observation_id":"fcff872d-8502-47be-a9fb-e3d73727b7c8","resolution":{"observed_at":"2026-05-26T16:17:36.711714Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Glm-5: from vibe coding to agentic engineering","venue":null,"work_id":"1a7ad83c-3c22-4d1b-a80f-19cf2c06864e","year":2026},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:b9dd492a95c569d1d463bd94872f83ecea5b6ff6da69d5e1eacf142e4a7e5278","observation_id":"afc5b740-5d57-4365-a97d-3ac3a7af633d","resolution":{"observed_at":"2026-05-26T16:17:36.667623Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Qwen3.5: Towards native multimodal agents","venue":null,"work_id":"32166517-fe3f-43bc-b51c-dff8693c3b43","year":2026},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:a6923ea78ae38680ddde50c76ae56d3f4fa7378b7d694b97f9c24d5243b1f2a4","observation_id":"6f2975be-8ee2-4be8-911a-6c4004e648ec","resolution":{"observed_at":"2026-05-26T16:17:36.714521Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Coderag: Finding relevant and necessary knowledge for retrieval- augmented repository-level code completion","venue":null,"work_id":"b18da43d-3e44-4598-b293-8e2a3e362210","year":2025},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:5539438dfcc2207d15ba91fb5f4811ecad42cce9b76552806ae34b43f8a6b927","observation_id":"09231dea-f3e3-48f8-b2cf-d6311660e7dd","resolution":{"observed_at":"2026-05-26T16:17:36.691911Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Graphcoder: Enhancing repository-level code completion via coarse-to-fine retrieval based on code context graph","venue":null,"work_id":"647e602b-9de3-4484-a7bc-fe98746150d5","year":2024},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:c20dc2ad6c79f37e248eef2f2c2906708b10187e8315ca555c89bf76792a9af8","observation_id":"c552ab9b-1ef1-4962-81e5-202a0fa1b24c","resolution":{"observed_at":"2026-05-26T16:17:36.699465Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-07T17:14:01.153591Z","title":"Qwen3 technical report","venue":null,"work_id":"e985a4c3-15f8-48e4-a4d2-5154ea891c6a","year":2025},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:cf76d10ea73f0bc6f13a4699d9a4d1f05b8ae048aba69891a1067346e34e82ce","observation_id":"ebf36f05-662e-45ec-8f32-c2188e229009","resolution":{"observed_at":"2026-05-26T16:17:36.708728Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Chatglm: A family of large language models from glm- 130b to glm-4 all tools","venue":null,"work_id":"3f55dcf8-cc0a-45d5-b0e2-13b87930ed8a","year":2024},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:071fb331300274a62d6d49b22e9e74a6d2de8bdf3f586ed19473af55a8e68b19","observation_id":"3d14bb17-71ed-4990-9abd-538bd96be000","resolution":{"observed_at":"2026-05-26T16:17:36.682510Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21783","last_updated":"2024-11-23T23:27:33Z","snapshot_observed_at":"2026-07-06T18:55:11.576666Z","submitted_at":"2024-07-31T17:54:27Z","title":"The Llama 3 Herd of Models","version":3},"cited_work":{"arxiv_id":"2407.21783","doi":"10.1016/s0749-0720(15","metadata_source":"pith","pith_arxiv_id":"2407.21783","snapshot_observed_at":"2026-07-11T11:50:26.030339Z","title":"The Llama 3 Herd of Models","venue":"cs.AI","work_id":"1549a635-88af-4ac1-acfe-51ae7bb53345","year":2024},"citing_paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-05-08T09:22:38.776358Z"},"links":{"cited_paper":"/paper/2407.21783","citing_paper":"/paper/2605.05700"},"observation_digest":"sha256:58c3f9959c39e06cd051482381d82d48ac9801278e3efc73b9c556d93561c7b7","observation_id":"5c71d441-3e16-4123-96f1-39d63a5356e4","resolution":{"observed_at":"2026-05-11T20:21:11.711353Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2605.05700","last_updated":"2026-05-07T05:44:52Z","latest_version":1,"primary_category":"cs.SE","snapshot_observed_at":"2026-07-06T23:18:17.333660Z","submitted_at":"2026-05-07T05:44:52Z","title":"An Empirical Study of Proactive Coding Assistants in Real-World Software Development"},"reference_resolution":{"displayed":43,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":0,"verified_exact":14,"verified_fuzzy":28},"total_outbound_references":43},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"thesis":"As of 5 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2605.05700."}