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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 20 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 2026-08-20T06:33:59.587034+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

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:cf8e533395246ae24fdb91f0843d68ab72a43bdac9520d4b46c02fa822558816

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:7f1dcfba0d59d2e86304298d91bea77322bd44dd0a09bbc972d7f37f7d38a87e

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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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=2026-07-03T19:13:32.392938Z digest=sha256:3755ed2ff8cda8c4bd6f7ec171d1cb251305eed272090a8e7badc3356d8f8814

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:9fadef8ce55fc854869dde5b368a3aa41e9f709733592c09ee778f85f683c0b4

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:6e52549235c7be734c3c62981e3a0f470777153d5a9ae0fd846a473faf8e8f70

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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raw_fallback, observed 2026-07-05T03:10:38.146127Z

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=2026-07-03T19:13:32.392938Z digest=sha256:ffdefbacd6b7bf927ecbfc4118fea19cd69ca3087a5c4f224273cffca0b595b0

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:9326aa02e37af10e05f76035d3c8c6d91fee4d06fa6d3a56e03614d23c876faa

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:6e2839cd8eee1357499e776c0f7e754c99097ced9f5d3eea6d4ece9bb6909f73

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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raw_fallback, observed 2026-07-05T03:10:38.130493Z

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=2026-07-03T19:13:32.392938Z digest=sha256:b2daca597bbab43a775638778c6c896a7f0692e90c36fd625492064fbbb8527e

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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verified exact
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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:ace5fc413393cbbfa26012afcd165a83b5d96f75bc19668822bd0ef5dc962967

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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raw_fallback, observed 2026-07-05T03:10:38.141095Z

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=2026-07-03T19:13:32.392938Z digest=sha256:c85f0ecca0478c0708c23a642e6a6e14febd6b45ccd79c9c10b58b8ea8a28623

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:77819c02ccdc6061cf89a5b513f8abd44542db4fb982b0175bced1f81cd1679c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:ccd76a01a8211ac652ee4fcd264bea4de3d8b6b7e08f163ebf3774f6698e04b1

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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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=2026-07-03T19:13:32.392938Z digest=sha256:eb45088f9713bea820b72e7749b12039d7dde1b1f66d28a4829cc86face10c43

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:8ca0cca6a3de977748fc3e70ca3e77355ef3455fd647a17c14ec94c90e133b20

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:20238d09d87cdbee5faaefce1bdae41897eec91698da66b79a3aa979238b54f6

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:a47255f41ed36a31b679082e41d36df72d935b32a81244d53d1689fac3abe088

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:d477b92b56e99325bb17ce0be107ed41ea13a1c86974a90a669950f3ecbfee44

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:768293331ea9fd20329191ff8d1440cb2cda2a6c1aba0ae399fe8877554bfb70

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:a80779da9eb743bae5ad21f98ef539dc7859062331a799dac2c2113bdc327037

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:c00360d2a7eecb862bcb328fb049b0a7fc2224e57563e9186691a3d174b1c5c8

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

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=2026-07-03T19:13:32.392938Z digest=sha256:1b96d5ceb8e8d18caa0bc66eea0402f43dd8a53d373020f8ef71010e0e85d94f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:6a2a80531fe56ba488d3f52490624ba9f14b0fa334897e600aa7e04acace7934

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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raw_fallback, observed 2026-07-05T03:10:38.111037Z

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=2026-07-03T19:13:32.392938Z digest=sha256:4c2ff71286ee21a513876491dd14131f0aa4862effbd0773caca9daece4e12e2

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:05df28c40ed2cab3e5fde526ad2988dd72794f3ea737b0a0df443fbec55b5a33

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:7c49007a33bb00740d7400669cecf36be7a41c511aa363f05e91c5a792f3f6c0

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:e8c0280b6da105ffa19c08747e07d5fbd89bf86fd5c69039e0799106eebf204d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:13b308a5ed7e58b58ffc68befcd7ebe1c7c49e733f35803b350965e5d4b997e5

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:e9b3bc570aa6e35d45c988c732b4e4a67a99dabd4480d2c931fff349e16a3b65

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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verified fuzzy
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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:23418d984b8e99870082642c45368e0426dfb22345923fc8a349ac2f661ecbf0

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:40c6e5389865aff81fc498fc0661d569afb6c8aae909f6bf8cd3681f26166e28

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:5b03b39882b398b0e5a60a867cb97faa20dffe00f03a92309a5b0467cf887616

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:b1c9691d836ef8dd9e70c9d486b72c312dba7404b639470ef086d8a9d19e8a40

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:894feb7714df625ba87c8d1f3156f3fe6855d9fdceec651f31baf7da573fbcee

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:1c3047a3e938fef3f765e7b3dc77a999285e8d4f33c027c54516269dd36a8cd5

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:5912f0f1ebc43d62801bc52b120650b59d3df2a8cf85dabc214640b16c2bf28d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:1b899c5b9deed2618265e05e40bdcbd027dfe8e90dd3799e6e635d50a940e5c1

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:6b1dd6c79752bf064b2c6cf7f0431444a48fd405e7ad3e7b4e974c13ce7bc1bb

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:2dc5f2d5880969526409250ff06c93f1e3d78821b2be2cb6817733f4ba406320

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:d97a41c4e0086d359ef78607d65b2d4c01714386eb7f432d782fd2d67325c684

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:c329cd189baaab71a868a20592443b08ca05094a7e3d1c0b08560fe59a7a1238

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:dd5a2a1dc948aa9d09bec6eb980904af0aedad489548f391ec977441f01e046f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:5032ba5c19654a5584686aeb63b3a86c8b6818a8e7ba6a397e483a91dc327e06

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:b9c48a1114cd2e3e484fe590ba8384aced5f75bd6bfdd1bb14cec335d052664f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:ed101b0cae42c434bfc251c0cdcbe7c7b5aed968c6708000b00c6cd2a7e42101

Pith citing papers

No inbound Pith citation observations are available.