Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T03:57:01.068281Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2607.05677.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T03:57:01.068281Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 39ceb205-7c7e-4c9d-a344-584a65f161ea · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Code with me or for me? how increasing ai automation transforms developer workflows,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2fefec69-208e-4968-b917-5db959045b69 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Accelerating software development with ai: exploring the impact of chatgpt and github copilot
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f5004e48-61b4-43db-88c2-c88fc9fecf9e · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Programmers who use screen readers in the vibe coding era: Adaptation, empower- ment, and new accessibility landscape,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a5dd5a27-5518-4e04-a671-9634ce408640 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software A review on vibe coding: Fundamentals, state-of-the-art, challenges and future directions,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fc13b759-b1dc-414e-99f9-75d2eef170a1 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software The promises and perils of mining github,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation be4dd313-6d61-45c6-a156-a1abd743503a · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Open source ai-based se tools: Opportunities and challenges of collaborative software learning,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 79491a78-e99e-4f5e-83f8-d7f7aa168389 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b4a1bd4c-fe59-4326-a991-ffe9cc65dff3 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Microsoft turns to amazon for help with github’s ai-driven capacity issues,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5770e670-ee76-4a62-bdc9-31d50c451d8e · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software The Impact of AI on Developer Productivity: Evidence from GitHub Copilot
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8e157938-32d8-4a37-aa05-4da382b6262f · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Medappa, Murat M
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 368ab6fd-6358-4c3e-a034-a1ca760e328e · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software & Vasilescu, B
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 856a4495-5efa-4eef-9c07-4453a65f4b0f · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Available: https://arxiv.org/abs/2601.13597
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4e72c536-1952-48bd-abc0-898caf448b27 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Investigating autonomous agent contributions in the wild: Activity patterns and code change over time,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 13eaf0c8-5d19-4d9a-9109-e8389ce0ac5c · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Agentic Much? Adoption of Coding Agents on GitHub
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0b4bf9b2-e0bb-49d3-bc92-42260cd75e5e · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software When ai teammates meet code review: Collaboration signals shaping the integration of agent-authored pull requests,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e5e45854-0039-4db0-8c0e-d289c1d90a7f · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Large language models for software engineering: Sur- vey and open problems
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 12dc472f-5d7a-40f5-8c33-259442779bc7 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software A survey on large language models for code generation,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 47f95384-c65f-4c63-bc54-e6c868238f5d · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 619421fc-6db3-44d0-8177-73f15397e9ae · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software DPO-F+: Aligning Code Repair Feedback with Developers' Preferences
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b8775bc0-ebde-482c-9752-9acf11ba8995 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Codeact-r: A cognitive simulation framework for human attention in code reading,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fcc22f6d-009a-4c08-b583-21b393f97dda · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Large language model-based agents for software engineering: A sur- vey
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e7d917f1-70d9-4681-ba51-dd0c562eadcb · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Enhancing software development practices with ai insights in high-tech companies,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3406f3e8-9518-4485-ab1f-bba8bf34f048 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Enhancing software engineering with ai: Innovations, chal- lenges, and future directions,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation da817323-9673-4da7-a6dd-45f744dcfa41 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Measuring github copilot’s impact on productivity
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2b9e1f8f-b26d-4601-836a-ddaa785ec65f · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software An empirical evaluation of github copilot’s code suggestions
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4613b24c-e931-4932-a2f4-043e1b569f99 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Github copilot ai pair programmer: Asset or liability?
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 572b5897-778b-47dc-b74e-55a953355dd9 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Asleep at the keyboard? assessing the security of github copilot’s code con- tributions
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a01413b4-34f4-4d62-aa81-ba5f9f1bb236 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Expectation vs. experi- ence: Evaluating the usability of code generation tools powered by large language models
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0d286470-ab83-45a3-8f43-ab31af595c7c · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software How Coding Agents Fail Their Users: A Large-Scale Analysis of Developer-Agent Misalignment in 20,574 Real-World Sessions
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 86241895-6449-4a5d-81e7-8d3067ec3557 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software The Impact of Generative AI on Collaborative Open-Source Software Development: Evidence from GitHub Copilot
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 33693714-2235-44ed-bd9d-a1a5730ca5a1 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Generative ai for pull request descriptions: Adoption, impact, and developer interventions,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6acfe501-77a3-4b2f-a87a-9dccbc46f85d · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Program- ming by chat: A large-scale behavioral analysis of 11,579 real-world ai-assisted ide sessions
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9b4ee547-86a3-4515-a593-5adcfc836898 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Phantom: Curating github for engineered software projects using time- series clustering,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation adafc22f-10d4-4bca-a4dc-ce0ae1e8693b · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Con- tribution patterns in open source software for social good: Dynamics, individuals, and impact,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8ee1cb65-5653-4fac-a8ff-41f42ef4648b · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Security developer studies with{GitHub}users: Exploring a convenience sam- ple,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fc8a7d84-12a2-45f2-ace4-867be8e266a7 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Understanding skills for oss communities on github,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f2cd93eb-c023-44a0-b6da-d1e518adbaaf · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software A matter of balance: Specialization, task variety, and individual learning in a software maintenance environment,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 42fbef8a-0850-403c-a961-e5996754bf40 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software When do changes induce fixes?
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ccacd65c-bc24-40d7-bcfa-f38bef2da4a8 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Oops, my tests broke the build: An explorative analysis of travis ci with github,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 585ca6fb-9307-4649-a532-928cfdb0d634 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software The im- pact of continuous integration on other software development practices: a large-scale empirical study,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b4588a1a-f940-4501-9e22-21b04f5cd4b9 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software An empirical study on the survival rate of github projects,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c9fed54f-0ac2-46be-8003-c5aa0d38798f · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software How do code changes evolve in different platforms? a mining-based investigation,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2b9b883e-ad1c-48c4-9adb-c7df7cbcaafe · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Identifying reasons for software changes using historic databases,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3279c7fa-de70-4823-917b-31ee12d469e0 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software The missing links: bugs and bug-fix commits,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4124d5db-2b8b-4021-bffc-5a516608264f · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software It’s not a bug, it’s a feature: how misclassification impacts bug prediction,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b2cc8a52-21da-43c1-895f-5c535f0d55dd · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software The social structure of free and open source software development,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9f5ad1d2-22ef-4fc6-8c07-7aa0bcf1984a · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Preliminary steps toward a general the- ory of internet-based collective-action in digital information commons: Findings from a study of open source software projects,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d4bad707-7068-4e75-bafa-b862faab4974 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software A four-year study of student contributions to oss vs. oss4sg with a lightweight intervention,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f46bd429-7158-46c5-b6bb-ab519df11311 · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Exploring solutions to tackle low-quality contributions on GitHub,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 734f2a6c-eb7d-4a01-8df6-cb5994dce95a · outbound
From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software GitHub ponders kill switch for pull re- quests to stop AI slop,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
No inbound Pith citation observations are available.