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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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:45f90e79b0ae52f40b3d647e746ff6e22a03b226eed28f609ccc7dea675e568c

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:116ea2578cf1072bc67de5b53df7925b77743cf146d5ae9441f6bc3942f13243

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:f3591041abbe421b77f3b15c54dfac8f2355837f440c2f310b2cba5478ecf8ed

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:00183b35b29d9610abc638ff413bc09c40757f7b6bf21bbf7280a490f303cfbf

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:7a7888c0bd95fdeb3dfbc6c0a6ac241f252266b1b97ea3c4f69a70c76c0161bf

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:8adcfe3ad2d02cdc6e2bf7ef7c98ff252f64a4133b7b631b74012070d2c58215

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:2708ce8d7fc642c78d3242bb7f0c7aff31515311d9bb32bdf47dd146bb566784

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:7b62e1d653c695e5001c744058a6bbf5b56248f970b972fe377712aba53a1b0b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:6fede813ed753bc9d6af3a001a40f800726b4504243635892dfa8cd62483e14f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:2e50097f1213c4fe00ef9c36a80306da15f5aff48fbb7715343d9fc8c1690211

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

Resolution
metadata mismatch
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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:0b60858c76c29d2b509ccac6a3d5d2e0c80419dc09f8cc06926af2dc44ca705a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:dc9b2d02869de18a581e626bb83116c9f90fd41ae0f4642486cffca2307e96db

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:7ff65f9cf2ee6f2d6d3151228fef7addeedb16c8de0dd5d5390f6dc6a0d2e3c5

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:3d524755d0810276e7c43f7f65cfd2e2d71a698d154aa066d9251eb3cb1024d9

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:96c0312bd483184e40f23bc3a9d08e0cf77a579fffe8525644f05b345c01dba3

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:d2db2f796e5d60f6e41db20a844cab6fd66c4cc8dbecea5614451b70e855d83c

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

Resolution
verified fuzzy
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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:4a501fd889b1a0216e1a6400475561265667013a0ef143657da97f08323a9ee0

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:12876011675fff9d464e81f450d0b7b5a74d41ebabb192f737bf8adfd748748f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:aa6a788bd1d9e4e4555e1f4e5cf32ead7426688a5daf8f21ea9f458c84000a4f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:5f71022bec7e60e378483bfc2256a509255adcab71aec83d65461c7fa5115f77

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:311d14cdbebce64ca4ea73caa22dc7a1c9c6cf11a8035a65f2657c18aa6f7596

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:cdf5f7ed97c65aeb966882adca8fc48e491bee3c339a9a33b38e829dceaa8950

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:bf9ca9c3169304c800b1335e55f161f78b62301ab84c69ef8ebd84eee6687751

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:b0c717abce95d752a288d2e739ef751ac453bfe639a902d86154e073c6608c8c

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:80ae30ff4187636e0834fb4c883aa6fbf6e12e573cf2e879c79ba808baea93f4

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:6132a9bd6ad66b251717dd163ac69613ac8d82c9b01abf3a99dba2cfa238d3c4

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:5352cfe827a0e0cf09fd06616245d0f9cb75df907b0b4caa6208f2dafb06e13a

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
verified fuzzy
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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:09ac7902f1b699014d4df659e8820849ba57f28a1334fc9245855082542cba88

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:91e11659bc2af15e6f4dfd2d0f02914d7c48635affa9950564b359988505803b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:73373f30d0f657e5d64b18f6a112f8b8d85fae826503a750fb6e679a3319782c

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:3683a95575614b7890cbddcc7573b9ec4d567cfb58ac17702d72995611a08601

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:fac0942725284806a3c627195634fa5c8c4cbdace16f80469b0b89470a0d6e78

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:2a03943b8faa153df225ceb7f8d5697814d60e17a33598b9dd3fdb68055e9af1

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:845a48916ce3ea3f8e5ede56877076ccbae32883ad6025b23dc2a18022f43989

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:d225996f9330d7c483f984a92b825fdaa6470d701c84418293477f7505f71dd3

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:f2f889a946c5b0a4fa0de29299b461670ee27961e2ed456eb81786db300ca723

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:59306ecfc42106fb866ffac8ee57b63b54913e609e1ddee71e5d2081b5396f86

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:eb80022a9653933b2cd9e3e6f5a3554313d19a242cf7db14287360982217bf3a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:4e471c45d6bddf9aacb7755097b42d35a8b443d1ab62e5101730fa5ac8b4d8c8

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:f1b3ecec8b9a2c7218c87866ef53803896d33f07571e02e010a878b51bc132d8

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:2d6b03ab175a8cf1f569a7b1f4653d328f0597dfae94c1e84ec41bda69ec0a8d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:fcbcc076eac5c398a8ddf53f6089b9ba5f8665e5d87c69946206440c3ebceea9

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:ea73b9fb90b59aa089071cb997a21db5e3fdc49c530ccc4b297d534e3d1f7aea

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:3535b8d550896078268843c96b095d03ceb4a679402c1a59330dac18f42d340a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:3f9e1aeb881264da08faa395d23780a9569cab8eb3eb6af566db4ed9c1f23ee4

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:126b2fdd06b0ba3548eed5a2c6314dcb3aab0154b32ae41ba6afb2a960843591

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:ed268e1410aae2fb62ebd8da41829246f5442c71b5ccdcb34d15833dd8e80f58

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:e1fc1c44a6cc0dc99d87daa48b77aa390b8db252ece73fc3c6535ff188e8e214

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:3be3ac8795bfbed4c39ae11fd7ab943a241121b11e6a5d08d2c8066780b8cdc7

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T03:57:01.068281Z digest=sha256:b0ca07a98b933a1a6faf0087e3e4e5ef31f4ee7eca46606c6d6a66b4b56607d2

Pith citing papers

No inbound Pith citation observations are available.