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Paper Citation Record · LEDGER

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software

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.

pith.paper-citation-record.v1
2607.05677 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T03:57:01.068281Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

50 of 50 outbound references displayed

  • verified exact10
  • verified fuzzy36
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 39ceb205-7c7e-4c9d-a344-584a65f161ea · outbound

This paper cites Code with me or for me? how increasing ai automation transforms developer workflows,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.647431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:db86f1f224bce70955264b34a2d8d5e8f95bc406c87228c7f93e4a1bc9172eb4

Observation 2fefec69-208e-4968-b917-5db959045b69 · outbound

This paper cites Accelerating software development with ai: exploring the impact of chatgpt and github copilot.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.762095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:8836933ccc8c9b35ed0d6635a6f919d78ebd87dbe77a1d92c21c8f2882b5b454

Observation f5004e48-61b4-43db-88c2-c88fc9fecf9e · outbound

This paper cites Programmers who use screen readers in the vibe coding era: Adaptation, empower- ment, and new accessibility landscape,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.531610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:32400ee3a0d966d9b20bad635b75b84bf45e4daf672914766f0df0ccf8508f64

Observation a5dd5a27-5518-4e04-a671-9634ce408640 · outbound

This paper cites A review on vibe coding: Fundamentals, state-of-the-art, challenges and future directions,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.573181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:3a9d783e50bd05a0948f5d414d01404b45e406c275fc2d4096b30b0749ca4863

Observation fc13b759-b1dc-414e-99f9-75d2eef170a1 · outbound

This paper cites The promises and perils of mining github,.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software The promises and perils of mining github,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.610237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:d098d061fb0b426e01a0762f4b029cce082473719524acb4a9b1ef26994bc9f7

Observation be4dd313-6d61-45c6-a156-a1abd743503a · outbound

This paper cites Open source ai-based se tools: Opportunities and challenges of collaborative software learning,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.531803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:09c4dbed69d2c0cd99185922927473fe6f22df4ba65fd6c5ba71f48050a50239

Observation 79491a78-e99e-4f5e-83f8-d7f7aa168389 · outbound

This paper cites The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering.

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

Resolution
verified exact
local_arxiv, observed 2026-07-11T03:57:46.680420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:a2a7f78e675314fdd61743367927e6ee35f35fc7bbf5e1f1fa4dd0bf25ae62ec

Observation b4a1bd4c-fe59-4326-a991-ffe9cc65dff3 · outbound

This paper cites Microsoft turns to amazon for help with github’s ai-driven capacity issues,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.584162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:81b1f1dcf60d3102af8244a36e91b8d89c7623dcc02ab14d7320353fb1f6f8ec

Observation 5770e670-ee76-4a62-bdc9-31d50c451d8e · outbound

This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-07-11T03:57:46.656075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:3e4347ad27c3c3b0da03b6ff7de58d6eb13486e156ff1948933d210f8cb9978a

Observation 8e157938-32d8-4a37-aa05-4da382b6262f · outbound

This paper cites Medappa, Murat M.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Medappa, Murat M

Reference 10

Resolution
metadata mismatch
arxiv_id, observed 2026-07-11T03:57:46.594221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:dee90209e4e705c53b346ee47441231be2de0d96ba65e283b7e6f965f07b06e4

Observation 368ab6fd-6358-4c3e-a034-a1ca760e328e · outbound

This paper cites & Vasilescu, B.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software & Vasilescu, B

Reference 11

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arxiv_id, observed 2026-07-11T03:57:46.532557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:1608dc23549ce28ffca22c2709ab80f7d41fe48315b43533fabcadef6b4744b3

Observation 856a4495-5efa-4eef-9c07-4453a65f4b0f · outbound

This paper cites Available: https://arxiv.org/abs/2601.13597.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Available: https://arxiv.org/abs/2601.13597

Reference 12

Resolution
metadata mismatch
arxiv_id, observed 2026-07-11T03:57:46.677514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:6413b1a73037c93db1f9b6f7d76f9980eb421f8c3949f5bc966962a47c6c3687

Observation 4e72c536-1952-48bd-abc0-898caf448b27 · outbound

This paper cites Investigating autonomous agent contributions in the wild: Activity patterns and code change over time,.

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

Resolution
verified exact
arxiv_id, observed 2026-07-11T03:57:46.593906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:8e202027d40955ab4d79cb2124dfd98d94144bf5dea9a33ba094aec6dc21fb88

Observation 13eaf0c8-5d19-4d9a-9109-e8389ce0ac5c · outbound

This paper cites Agentic Much? Adoption of Coding Agents on GitHub.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Agentic Much? Adoption of Coding Agents on GitHub

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-07-11T03:57:46.701246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:b9e77512b1c2d5261a722efe98069d5ccb87c1c9f7a0706d3aad50912b0a3bb3

Observation 0b4bf9b2-e0bb-49d3-bc92-42260cd75e5e · outbound

This paper cites When ai teammates meet code review: Collaboration signals shaping the integration of agent-authored pull requests,.

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

Resolution
verified exact
arxiv_id, observed 2026-07-11T03:57:46.634555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:8cdbd6babd0286b0edbb3610d8d83c48dff7a2cbad7a72139f8868fb7682a018

Observation e5e45854-0039-4db0-8c0e-d289c1d90a7f · outbound

This paper cites Large language models for software engineering: Sur- vey and open problems.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Large language models for software engineering: Sur- vey and open problems

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.670049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:a24cebbf153c3d33822c611cb0e7cbdf24d77fca519617e2547fd27dd3edcbd3

Observation 12dc472f-5d7a-40f5-8c33-259442779bc7 · outbound

This paper cites A survey on large language models for code generation,.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software A survey on large language models for code generation,

Reference 17

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raw_fallback, observed 2026-07-11T03:57:47.357641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:c8379377c852a4c51b6a74d9adf449aaf34f76b8126cbeba5b564cf84bee6bb3

Observation 47f95384-c65f-4c63-bc54-e6c868238f5d · outbound

This paper cites Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-07-11T03:57:46.658738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:2e008e3a4346f9301056c87599b41413903161aa9e66b5d53f0783aed2a1755c

Observation 619421fc-6db3-44d0-8177-73f15397e9ae · outbound

This paper cites DPO-F+: Aligning Code Repair Feedback with Developers' Preferences.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software DPO-F+: Aligning Code Repair Feedback with Developers' Preferences

Reference 19

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T03:57:46.552629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:79c428d813144680c326a73d4a8b1edeea9ce5f1d6bd99b11591f2e44de29aa1

Observation b8775bc0-ebde-482c-9752-9acf11ba8995 · outbound

This paper cites Codeact-r: A cognitive simulation framework for human attention in code reading,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.283721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:62b81d38fec0b8da729b9a56c9dbf1aa360f01b78ec29ef78e9eb499e31f815c

Observation fcc22f6d-009a-4c08-b583-21b393f97dda · outbound

This paper cites Large language model-based agents for software engineering: A sur- vey.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Large language model-based agents for software engineering: A sur- vey

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.290351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:7dc007688ec0891652372d6086166dc42655d1551d80f97cf3faca63c3fb6673

Observation e7d917f1-70d9-4681-ba51-dd0c562eadcb · outbound

This paper cites Enhancing software development practices with ai insights in high-tech companies,.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Enhancing software development practices with ai insights in high-tech companies,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.247934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:34e9fa36c22c8202e07762a8009d0cd505cbeb9a9a40afa069101e2d7ec6faca

Observation 3406f3e8-9518-4485-ab1f-bba8bf34f048 · outbound

This paper cites Enhancing software engineering with ai: Innovations, chal- lenges, and future directions,.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Enhancing software engineering with ai: Innovations, chal- lenges, and future directions,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.267976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:9865d8b552bc581dc4ef2a21161a2cfdcb85a2b4f995c7091c4f6b8d957f60c3

Observation da817323-9673-4da7-a6dd-45f744dcfa41 · outbound

This paper cites Measuring github copilot’s impact on productivity.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Measuring github copilot’s impact on productivity

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.512740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:936959413a5857f7c3bcb0b93c39a756fab761b37fbf3c431d78e1806f4d188f

Observation 2b9e1f8f-b26d-4601-836a-ddaa785ec65f · outbound

This paper cites An empirical evaluation of github copilot’s code suggestions.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software An empirical evaluation of github copilot’s code suggestions

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.264427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:32f71c50c9926e5b0793cd455582efe2df58ec7b5495495e377d4ffbafe473da

Observation 4613b24c-e931-4932-a2f4-043e1b569f99 · outbound

This paper cites Github copilot ai pair programmer: Asset or liability?.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Github copilot ai pair programmer: Asset or liability?

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.476510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:1518aad1e569b1e433e1af8880c2d09efabd69b74711f08715dd95627d596fb6

Observation 572b5897-778b-47dc-b74e-55a953355dd9 · outbound

This paper cites Asleep at the keyboard? assessing the security of github copilot’s code con- tributions.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.415023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:70c69ae90b75aa30a3e7558f41713ffe10ddfb81b60694c49352db014ec5b6ac

Observation a01413b4-34f4-4d62-aa81-ba5f9f1bb236 · outbound

This paper cites Expectation vs. experi- ence: Evaluating the usability of code generation tools powered by large language models.

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

Resolution
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raw_fallback, observed 2026-07-11T03:57:47.725876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:4ea48fe17daca1392afe7c6701843e3e2fec7730a860b80989fd0e26558bc3a6

Observation 0d286470-ab83-45a3-8f43-ab31af595c7c · outbound

This paper cites How Coding Agents Fail Their Users: A Large-Scale Analysis of Developer-Agent Misalignment in 20,574 Real-World Sessions.

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

Resolution
verified exact
local_arxiv, observed 2026-07-11T03:57:46.573670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:1fa436b771165f9384f2449c6d972b6e0668cb177f5e6834e54fc8d867e8baa3

Observation 86241895-6449-4a5d-81e7-8d3067ec3557 · outbound

This paper cites The Impact of Generative AI on Collaborative Open-Source Software Development: Evidence from GitHub Copilot.

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

Resolution
verified exact
local_arxiv, observed 2026-07-11T03:57:46.552323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:e5d766f4952c8218a791a4799c37d71053daeec3d904dd038b34789d8362cca1

Observation 33693714-2235-44ed-bd9d-a1a5730ca5a1 · outbound

This paper cites Generative ai for pull request descriptions: Adoption, impact, and developer interventions,.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Generative ai for pull request descriptions: Adoption, impact, and developer interventions,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.169577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:9ccd8153c604a6149bfe6492f6502320acd544098b0226866aa54df50405ffa6

Observation 6acfe501-77a3-4b2f-a87a-9dccbc46f85d · outbound

This paper cites Program- ming by chat: A large-scale behavioral analysis of 11,579 real-world ai-assisted ide sessions.

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

Resolution
verified exact
arxiv_id, observed 2026-07-11T03:57:46.634905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:038e60e448e4ed828500761008a05e8f8668bd61d5822c7a4f329bf2d79aa282

Observation 9b4ee547-86a3-4515-a593-5adcfc836898 · outbound

This paper cites Phantom: Curating github for engineered software projects using time- series clustering,.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Phantom: Curating github for engineered software projects using time- series clustering,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.553825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:a0e4da4551d8534b5c8ae0b8ee3ae6191fe4573df14dc747336be036de40f6a2

Observation adafc22f-10d4-4bca-a4dc-ce0ae1e8693b · outbound

This paper cites Con- tribution patterns in open source software for social good: Dynamics, individuals, and impact,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.591125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:e722e5ecd11243fa323527741513d1e88b9bb2793f9749fc73f7955302c5d3e0

Observation 8ee1cb65-5653-4fac-a8ff-41f42ef4648b · outbound

This paper cites Security developer studies with{GitHub}users: Exploring a convenience sam- ple,.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Security developer studies with{GitHub}users: Exploring a convenience sam- ple,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.565038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:bc4705e55c8f592b22389c881013e997710a9b18bc0bdb40639d721c27650ca0

Observation fc8a7d84-12a2-45f2-ace4-867be8e266a7 · outbound

This paper cites Understanding skills for oss communities on github,.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Understanding skills for oss communities on github,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.601284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:a4e89814dfb53b7539b645edbbd420557b43a5d575a244fbe66b90fe943ded0a

Observation f2cd93eb-c023-44a0-b6da-d1e518adbaaf · outbound

This paper cites A matter of balance: Specialization, task variety, and individual learning in a software maintenance environment,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.706578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:e25ee2dcf330190dcec756d8c70f2e55b0130738f4e0e617c98c032c55cb25e8

Observation 42fbef8a-0850-403c-a961-e5996754bf40 · outbound

This paper cites When do changes induce fixes?.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software When do changes induce fixes?

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.742382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:389ba5a4fe41751f9ddef764a627c9182400184a1398819766d5ec095927f248

Observation ccacd65c-bc24-40d7-bcfa-f38bef2da4a8 · outbound

This paper cites Oops, my tests broke the build: An explorative analysis of travis ci with github,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.391147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:f1cc0cdaab8223d8917e030923ca67454625484a303b708681d092991deaca16

Observation 585ca6fb-9307-4649-a532-928cfdb0d634 · outbound

This paper cites The im- pact of continuous integration on other software development practices: a large-scale empirical study,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.652224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:e3d474621d61cb90c266618fbb51c1c0eeb6656e64c6596af1aefd287135b2c6

Observation b4588a1a-f940-4501-9e22-21b04f5cd4b9 · outbound

This paper cites An empirical study on the survival rate of github projects,.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software An empirical study on the survival rate of github projects,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.663931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:233724710ad32997cb6f9d05d5d50f091468dfa23b6c3f7df95cf9b0aca9bf09

Observation c9fed54f-0ac2-46be-8003-c5aa0d38798f · outbound

This paper cites How do code changes evolve in different platforms? a mining-based investigation,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.397681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:fa8ff538fdf49d889673638b195445fce1d823be7872bd5a2bc137e238fb5acd

Observation 2b9b883e-ad1c-48c4-9adb-c7df7cbcaafe · outbound

This paper cites Identifying reasons for software changes using historic databases,.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Identifying reasons for software changes using historic databases,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.689211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:67881fce3a51542efff5b75bf14799569a52ab0413e6e0364bbd0721336fd300

Observation 3279c7fa-de70-4823-917b-31ee12d469e0 · outbound

This paper cites The missing links: bugs and bug-fix commits,.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software The missing links: bugs and bug-fix commits,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.211490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:b53349fda4d859bfc74ab73b0a8de3b662b0c96b6d1c879d2bf90bee4978a251

Observation 4124d5db-2b8b-4021-bffc-5a516608264f · outbound

This paper cites It’s not a bug, it’s a feature: how misclassification impacts bug prediction,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.635338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:056e60c88a8cf52fa27e1c2a949838988bc64367701cc6a2be8c63527fca00a1

Observation b2cc8a52-21da-43c1-895f-5c535f0d55dd · outbound

This paper cites The social structure of free and open source software development,.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software The social structure of free and open source software development,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.683662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:7360b191a7e383be24ac0d8ee50e8bbb3983aa7307e41de00bb2d0bd518b83b5

Observation 9f5ad1d2-22ef-4fc6-8c07-7aa0bcf1984a · outbound

This paper cites 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,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.703854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:dea987ff5221f7b404f126433e42aad1db616b3e239474a156513f9936796892

Observation d4bad707-7068-4e75-bafa-b862faab4974 · outbound

This paper cites A four-year study of student contributions to oss vs. oss4sg with a lightweight intervention,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.339133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:9e14bc2391d2e580b4d3cdfb6b71e7f2dd147dc4ace279ef48363556d1657e05

Observation f46bd429-7158-46c5-b6bb-ab519df11311 · outbound

This paper cites Exploring solutions to tackle low-quality contributions on GitHub,.

From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software Exploring solutions to tackle low-quality contributions on GitHub,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T03:57:47.723059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:f07bbde3f1f01aa4350a7373f19c548bd3f13629b446b8d69c32ab731151e49a

Observation 734f2a6c-eb7d-4a01-8df6-cb5994dce95a · outbound

This paper cites GitHub ponders kill switch for pull re- quests to stop AI slop,.

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

Resolution
verified exact
arxiv_id, observed 2026-07-11T03:57:46.573773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:3c08ec62f9bab04ea60ae7e8a76565150e1f3207b16c89a7e377012935366fcf

Pith citing papers

No inbound Pith citation observations are available.