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Paper Citation Record · LEDGER

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI

As of 19 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.01418.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.01418 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-03T19:13:32.392938Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

45 of 45 outbound references displayed

  • verified exact11
  • verified fuzzy28
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 224385a6-1dee-4d43-bc76-86dfeedc27a7 · outbound

This paper cites The Fast and Spurious: Developer Productivity with GenAI.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI The Fast and Spurious: Developer Productivity with GenAI

Reference 1

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verified exact
local_arxiv, observed 2026-07-03T19:18:54.356170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 465c3e22-db29-4e0d-b223-e869f831e426 · outbound

This paper cites AI IDEs or autonomous agents? measuring the impact of coding agents on software development.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI AI IDEs or autonomous agents? measuring the impact of coding agents on software development

Reference 2

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raw_fallback, observed 2026-07-05T03:10:38.132472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:1821e2a3cc788d122b59d5a50be9b84a06de8bd604f5281f004d779f7d44dd4f

Observation 6f31368d-5b0a-41cb-ab41-ba99eede1420 · outbound

This paper cites Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks.Proceedings of the National Academy of Sciences, 106(51):21544–21549.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks.Proceedings of the National Academy of Sciences, 106(51):21544–21549

Reference 3

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raw_fallback, observed 2026-07-05T03:10:38.144143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:4d3f905ca583dc7bba6cc25089fd80f150b547f0bceae7239249656ccd1a316f

Observation 73f155cf-644a-4c13-9fae-e4d04ed12363 · outbound

This paper cites Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity

Reference 4

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arxiv_id, observed 2026-07-03T19:18:54.343415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:6f016c0359ee9f0c1561ac9c67a18e9047d7421d2df34d55591f5c959936e2cc

Observation 31cd86c8-91d3-4261-b041-ab1c70ff2377 · outbound

This paper cites Understanding information systems continuance: An expectation- confirmation model.MIS quarterly, 25(3):351–370, 2001.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Understanding information systems continuance: An expectation- confirmation model.MIS quarterly, 25(3):351–370, 2001

Reference 5

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raw_fallback, observed 2026-07-05T03:10:38.117480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:8b02e2bc6282f1d37e53eb97f2d9eec6360aea77d92ff86bfc50b583edc1ba24

Observation 02647f47-b514-47d2-b400-892ce2c9483c · outbound

This paper cites Developers’ experience with generative ai–first insights from an empirical mixed-methods field study.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Developers’ experience with generative ai–first insights from an empirical mixed-methods field study

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:2605426f814657472cc32b278c42adef4b522badd20dd555dfe746479d66c2d8

Observation 55dd51ca-54db-42cd-9b4e-3c08b45c4de5 · outbound

This paper cites Inferring causal impact using Bayesian structural time-series models.Annals of Applied Statistics, 9: 247–274, 2015.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Inferring causal impact using Bayesian structural time-series models.Annals of Applied Statistics, 9: 247–274, 2015

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:f3fc779d6df208ff22a42c6b273aa2975d70d3a0a5bcec4457657c77d0562c91

Observation 85b35dad-b868-4c44-bd17-b7a72f3ec525 · outbound

This paper cites In2025 IEEE/ACM 47th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP).

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI In2025 IEEE/ACM 47th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)

Reference 8

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arxiv_id, observed 2026-07-03T19:18:54.156851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:428225720145fd346038373b1f2b350a1ee5f91cac2e86dd919cab34167c17d3

Observation ea472737-534d-4547-b3c9-b3a1525689d3 · outbound

This paper cites The Productivity Effects of Generative AI: Evidence from a Field Experiment with GitHub Copilot.An MIT Exploration of Generative AI, mar 27 2024.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI The Productivity Effects of Generative AI: Evidence from a Field Experiment with GitHub Copilot.An MIT Exploration of Generative AI, mar 27 2024

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:6fcf012ba24dc7acb9d789417493066cba2a7f8ffadd6efc810bc27696909c08

Observation 601d6780-7b46-493c-94ab-cf9d16eee000 · outbound

This paper cites The effects of generative AI on high-skilled work: Evidence from three field experiments with software developers.Management Science, 2025.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI The effects of generative AI on high-skilled work: Evidence from three field experiments with software developers.Management Science, 2025

Reference 10

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doi, observed 2026-07-03T19:18:54.153942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:03b39147e7a35f1ace5248f9c6b55db9fd349df3da5df991ae8f374dcfdcdcf4

Observation 0674feac-f079-4732-8e29-390088c4d838 · outbound

This paper cites Who is using ai to code? global diffusion and impact of generative ai.Science, page eadz9311, 2026.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Who is using ai to code? global diffusion and impact of generative ai.Science, page eadz9311, 2026

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:b9bcc74bb4e9d0beb308cc84cb66a3e870f38aa8ec3b816a3afef2e059487dde

Observation 87bca043-0a1b-44ee-95d4-bc14b284ab03 · outbound

This paper cites Perceived usefulness, perceived ease of use, and user acceptance of information technology.MIS quarterly, 13(3):319–340, 1989.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Perceived usefulness, perceived ease of use, and user acceptance of information technology.MIS quarterly, 13(3):319–340, 1989

Reference 12

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raw_fallback, observed 2026-07-05T03:10:38.130646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:eed34c7c2f583fe47c9b2246480c91df6bd336b30837c307000309e00abfe63f

Observation 9ce98b26-ed36-4325-99ee-cdc5a5ddceab · outbound

This paper cites Writing code vs.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Writing code vs

Reference 13

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raw_fallback, observed 2026-07-05T03:10:38.099843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:9d353a9bf39eeb5c881e58af4005e135f72e0b56c61fab5fa7485f70590d2f0e

Observation fc630011-6e97-46a1-936e-e1e7e19fbba4 · outbound

This paper cites A Meta employee created a dashboard so coworkers can compete to be the company’s no.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI A Meta employee created a dashboard so coworkers can compete to be the company’s no

Reference 14

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raw_fallback, observed 2026-07-05T03:10:38.128181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:352301324771ec23c1ca9732218154857b41b2454adaf18574d8bd848ff19adc

Observation 5a9d9d3c-aae7-4d30-a352-716ad03cfbc8 · outbound

This paper cites The state of generative ai in software de- velopment: Insights from literature and a developer survey.arXiv preprint arXiv:2603.16975, 2026.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI The state of generative ai in software de- velopment: Insights from literature and a developer survey.arXiv preprint arXiv:2603.16975, 2026

Reference 15

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arxiv_id, observed 2026-07-03T19:18:54.366810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:98a323d7924092d196421dee1001d5fdbf4f136967c12d5cd9d2e1d40eb28ee6

Observation c7426cca-4184-4cdd-89c4-f5264af49580 · outbound

This paper cites Speed at the cost of quality: How Cursor AI increases short-term velocity and long-term complexity in open-source projects.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Speed at the cost of quality: How Cursor AI increases short-term velocity and long-term complexity in open-source projects

Reference 16

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raw_fallback, observed 2026-07-05T03:10:38.136689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:7d73a064dd0a33d1e5118362bfc20c9eee395dd952bbe4acab04ba5bc5187c04

Observation 9ce1929e-8857-4c0a-bf81-95b6553a70f5 · outbound

This paper cites GitHub Copilot and developer produc- tivity: An observational dose-response analysis, 2026.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI GitHub Copilot and developer produc- tivity: An observational dose-response analysis, 2026

Reference 17

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raw_fallback, observed 2026-07-05T03:10:38.149468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:bcd7025fdcd78395458136374a10aaef8f6044b21c4aa3d72f49b513c8825803

Observation 61872ce0-dd71-4770-85ae-ec6291158383 · outbound

This paper cites The Heterogeneous Productivity Effects of Generative AI.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI The Heterogeneous Productivity Effects of Generative AI

Reference 18

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arxiv_id, observed 2026-07-03T19:18:54.364024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:8dd50b6ba28fab59ed74dd7e64883d2c18c7740dd7804e377227821a0538ca54

Observation 02166af0-3394-4226-90c9-91adc951ce1e · outbound

This paper cites Bridging research and practice in simulation-based testing of industrial robot navigation systems.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Bridging research and practice in simulation-based testing of industrial robot navigation systems

Reference 19

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arxiv_id, observed 2026-07-03T19:18:54.151962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:b07a3a934ef872ac474babb7195faf107a79ffd904fa98755220efcfd3565d96

Observation bf92efb2-a0bb-4f82-8ab5-be0cf07ce09b · outbound

This paper cites URL https://arxiv.org/abs/2509.19708v1.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI URL https://arxiv.org/abs/2509.19708v1

Reference 20

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arxiv_id, observed 2026-07-03T19:18:54.372294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:b0161d4df9aa0456969588f5f3d10caa66baf53ce0599648af0cf3263b205782

Observation 662fcf45-3db0-4848-b1f2-164dd816dbf3 · outbound

This paper cites The impact of llm-assistants on software developer productivity: A systematic review and mapping study.ACM Trans.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI The impact of llm-assistants on software developer productivity: A systematic review and mapping study.ACM Trans

Reference 21

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doi, observed 2026-07-03T19:18:54.158722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:4c81208e01f10568762cffbf15059c011537b899b177b9a993603f3cbcea23fd

Observation 065651d9-e596-49d1-9457-70b183fa1f4a · outbound

This paper cites Reading between the lines: Modeling user behavior and costs in ai-assisted programming.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Reading between the lines: Modeling user behavior and costs in ai-assisted programming

Reference 22

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raw_fallback, observed 2026-07-05T03:10:38.108035Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:ae91b749e7e305284f3d7f3a28790195389d17a7795a8d067ada52cc741e7df2

Observation 7c9f0968-256c-4e66-bc59-84dad8a6f869 · outbound

This paper cites Peer interaction effectively, yet infrequently, enables programmers to discover new tools.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Peer interaction effectively, yet infrequently, enables programmers to discover new tools

Reference 23

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raw_fallback, observed 2026-07-05T03:10:38.126734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:bf6147fd8442140c7ccaf2d2fb1442973ebcbcbab00349de55c44f928312adcd

Observation 351f7ef9-b9c8-4d28-ad27-16caf7170f65 · outbound

This paper cites How do users discover new tools in software development and beyond?Computer Supported Cooperative Work (CSCW), 24(5):389–422, 2015.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI How do users discover new tools in software development and beyond?Computer Supported Cooperative Work (CSCW), 24(5):389–422, 2015

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:5b1600612ecead8f02baa98cd467ba80260d0dfedf6cbbcb623023a7d8974360

Observation 6ef6a6d4-f2d1-469d-ab3e-0acbf76b47e6 · outbound

This paper cites A survey of generative AI adoption and perceived productivity among scientists who program.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI A survey of generative AI adoption and perceived productivity among scientists who program

Reference 25

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local_arxiv, observed 2026-07-03T19:18:54.351175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:6051a39cdc7f3dc8d0bb4ebe322a7156b5f3b073ee5b4d87f2c5faecd0025fe8

Observation e85dc0b3-991a-49fc-889d-b8c8297d69b4 · outbound

This paper cites AI Tooling for Software Engineers in 2026.https://newsletter.pragmatic engineer.com/p/ai-tooling-2026, 2026.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI AI Tooling for Software Engineers in 2026.https://newsletter.pragmatic engineer.com/p/ai-tooling-2026, 2026

Reference 26

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raw_fallback, observed 2026-07-05T03:10:38.145288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:4d8b20d913baa09c1a117748d05e7e66743f1957e0ca27faf052ff9f5a463be7

Observation b897edcd-c69a-4ca7-9ac9-08edf51a2bb3 · outbound

This paper cites How much does AI impact development speed? an enterprise-based randomized controlled trial.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI How much does AI impact development speed? an enterprise-based randomized controlled trial

Reference 27

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raw_fallback, observed 2026-07-05T03:10:38.134257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:a5a7136596bc7168b697064aa714f8e0fd2dd132e0d120cc31e786143f51706d

Observation bd26e642-62f7-4381-a2d4-0fc983b86629 · outbound

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

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 28

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local_arxiv, observed 2026-07-03T19:18:54.348718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:c05cd327d2617c1c9f5eb8dd23636f3367a7ad1b33ae2f7ec60d98c861183520

Observation f8ea46f0-751f-4158-ac81-b2509e2c9c47 · outbound

This paper cites Agentic Delegation and the Language Frontier of Software Developers: A Model and Evidence from Claude Code on GitHub.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Agentic Delegation and the Language Frontier of Software Developers: A Model and Evidence from Claude Code on GitHub

Reference 29

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local_arxiv, observed 2026-07-03T19:18:54.353708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:a373b1943932aea47d15ee92cf07dfe5f85dc86d8975599524e6d8f223bd7e48

Observation 23e159dc-bb70-4109-ac32-349992defbe4 · outbound

This paper cites Adop- tion of ai tools in software development: a systematic literature review.Science of Computer Programming, 254:103521, 2026.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Adop- tion of ai tools in software development: a systematic literature review.Science of Computer Programming, 254:103521, 2026

Reference 30

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raw_fallback, observed 2026-07-05T03:10:38.139806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:54c055fbb50b740cee0aa688a6bb89e00a5e127970b1ed3125851d4a1d5abe0d

Observation 02d51913-276c-4287-a7f5-fd18b051ad5e · outbound

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

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Agentic Much? Adoption of Coding Agents on GitHub

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-07-03T19:18:54.361323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:19dea7355d474c579d65a16dec9898f94036d9e0b9cf10fa5f874cbb72b3296a

Observation 221cfc26-7425-44c6-b573-5fc816e3fc7b · outbound

This paper cites Rogers.Diffusion of Innovations, 5th Edition.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Rogers.Diffusion of Innovations, 5th Edition

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T03:10:38.116478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:4f0049905bfc7dd6de96a721d2ec2534fc698cbf8429098f574ded1ceaf0dd74

Observation e59964e7-76b9-4009-9996-dcc20f06d8d5 · outbound

This paper cites The effects of github copilot on computing students’ program- ming effectiveness, efficiency, and processes in brownfield coding tasks.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI The effects of github copilot on computing students’ program- ming effectiveness, efficiency, and processes in brownfield coding tasks

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T03:10:38.147195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:4768590c4e47363767b56162733782a6c3ac4f09772234b8d366ef014eaa119d

Observation ad16361c-356b-43a6-b02d-bb724ea853e7 · outbound

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

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI The Impact of Generative AI on Collaborative Open-Source Software Development: Evidence from GitHub Copilot

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-07-03T19:18:54.369462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:51fff45e45ab28bb378cfaf7d2dca39d88dd0dd035d16f71e01dc9f239fc32bd

Observation f413a308-88e7-4c7f-bfec-3d77083f1bf3 · outbound

This paper cites an unresolved cited work.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-07-05T03:10:38.132651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:fd16a397c9431e7f63686a34eb4488be0cefe68cf333d79e608399393acb85cf

Observation c4af89f3-b002-4a73-9f9d-0b912798c8ad · outbound

This paper cites Developer productivity with and without github copilot: A longitudinal mixed-methods case study.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Developer productivity with and without github copilot: A longitudinal mixed-methods case study

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T03:10:38.152042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:28f983f9ba6c99e27e44470d7b03290ff27445846baf693a22b34beefe500cba

Observation b4f868c8-a84c-49eb-ba4f-f558eeb414b6 · outbound

This paper cites Impacts of generative ai on agile teams’ productivity: A multi-case longitudinal study.arXiv preprint arXiv:2602.13766, 2026.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Impacts of generative ai on agile teams’ productivity: A multi-case longitudinal study.arXiv preprint arXiv:2602.13766, 2026

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-07-03T19:18:54.346162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:dcc2eacd287b0d4398a620345d0e88eb7f08336f54446a1fa2e195721f7dd568

Observation 0e0aa520-a5a8-4cbe-a23d-c3a0f231e7ce · outbound

This paper cites Expectation vs.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Expectation vs

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T03:10:38.134626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:bd35d691a5718232f944fabf6a5570cbca2478df75280fc7192028c934d86e3b

Observation 5ff6db70-1ba1-4126-b6af-ecae74ec8507 · outbound

This paper cites A theoretical extension of the technology acceptance model: Four longitudinal field studies.Management science, 46(2):186–204, 2000.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI A theoretical extension of the technology acceptance model: Four longitudinal field studies.Management science, 46(2):186–204, 2000

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T03:10:38.119252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:52ca65dd95248a7296311268cc0761364d107956136e68e1f26427fc7e94ab33

Observation c8580b40-cd06-4c32-81a5-a3c1d5a1d1fe · outbound

This paper cites User acceptance of information technology: Toward a unified view1.MIS quarterly, 27(3):425–478, 2003.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI User acceptance of information technology: Toward a unified view1.MIS quarterly, 27(3):425–478, 2003

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T03:10:38.148186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:d08b24884def800ee4e2b807873d64177df612ae54be0816b8e2be8c8e4e7126

Observation a12b3ec4-edc0-4ada-96fc-82cea0ce49a7 · outbound

This paper cites Significant productivity gains through programming with large language models.Proceedings of the ACM on Human-Computer Interaction, 8(EICS):1–29, 2024.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Significant productivity gains through programming with large language models.Proceedings of the ACM on Human-Computer Interaction, 8(EICS):1–29, 2024

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T03:10:38.115681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:c8698eacf60e036a31eee5d96f03fa0e38350301cfcdabbbe5d4273bb30a7224

Observation 6d8903c3-ed9a-4a9a-889d-0d2ee6620018 · outbound

This paper cites Social influences on secure develop- ment tool adoption: why security tools spread.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Social influences on secure develop- ment tool adoption: why security tools spread

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T03:10:38.113826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:ab65de4825cd0a97e466c0002a20b27e62518e7fd8f64d6a456c6cba289b674e

Observation b274d374-62cd-479c-89d8-ac83b25a3672 · outbound

This paper cites Claude code scientists: Measuring ai adoption and productivity among scien- tists.Available at SSRN 6803624, 2026.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Claude code scientists: Measuring ai adoption and productivity among scien- tists.Available at SSRN 6803624, 2026

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T03:10:38.112875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:8515f98e354bdaf6073637270b92af3a6c7957a90fdb7bf5382887f13db9335a

Observation 660b953f-458f-4967-8e2a-dbfaaf27a46b · outbound

This paper cites The Impact of Large Language Models on Open-source Innovation: Evidence from GitHub Copilot.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI The Impact of Large Language Models on Open-source Innovation: Evidence from GitHub Copilot

Reference 44

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T19:18:54.358817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:74664c3137ff7b7c7815ec1a476918d70eaf08aa936c6457848e4768f65cc73b

Observation d6f42c2f-bb83-44ce-8436-3f3e1583c3d5 · outbound

This paper cites Productivity assessment of neural code completion.

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Productivity assessment of neural code completion

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T03:10:38.135930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:28d0e700f550be2d5ca8df5c91fe7ded22c2e3dacd447e781f88950eea8a0559

Pith citing papers

No inbound Pith citation observations are available.