Pith. sign in

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 18 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 2026-08-18T06:34:40.430872+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

Resolution
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:396857349393d0e69a1821f1d43d948066ca65bffb6d6afdc8ff74f5fd3e76db

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:9357563c3273657a9d93d9616604e604a9966343af9a3db668ae12e87f5ff1b6

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:ed7dca1e02b6ae8e45fc99a719fa6ccfe74f915cc24fa2e65211f12bd5e294bf

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

Resolution
metadata mismatch
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:888245c99ec0d27dd794b8d173bf723e5bf3d698d31f39114260952354bebcb9

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:19996fddfc9af508c246df9538d66b634583eb47ec2b01a1d85f1340c5ff6a1b

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:06a0878adbf6dd082e081e55614728751bb4d87af865c1b48f558ebff4e2f856

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T03:10:38.150133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:43685d655b3da763470213524ab22c54d5c07b531c7aef845a8b9f91dc8dffa9

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

Resolution
metadata mismatch
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:c94dd7970d83add4ed2b53e6b751808ae81a289b8cb63036a7154682b89839a3

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:c7df6f1867e9c7cbfea0ae63b97e55f0512081f333cc338893389324eba45ac5

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

Resolution
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:803bdee3618804b90b1989c41c2eea494763d9cf12c02d8514170fac6a8ae30d

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:7821246d2eba532c0a41fbb7600e3d4432f5b48a80228344f7383f2a50e8fc7e

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:c0cc1081085270246ef4c55c011db84412d52a7b0b0cc51f9f3b027eaad248e4

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:034005181788c19dee64285215c25fedc0eeed37f37d461a7a42ab4d27fe4209

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:60cc1d0e4fd0e81a94af7cd502adeb39b8ab433b1e1676a5d20f45fdccd533e8

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

Resolution
verified exact
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:8f6a0a176cc6e14a7bb18ec24f2e8bd2b6c6faedd9b81c0d6a2b9743e1617311

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:f4215d6c94bd9b72e01800c1e8b3d6233843cb177c4a59fb3f7b318a8e96bb03

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:6739031e33296ee43980281eafe6ad13fea2cde1e2d0a9ae91aeb45464dcdb4e

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

Resolution
verified exact
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:826b3bdee96be833820814dba650f02f2c91c833cb067130463e3737433c7d08

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

Resolution
metadata mismatch
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:f238819e77a7b8dca4f94bc1f354840bbc4f36ad63b073c287441ecfabfd9782

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

Resolution
metadata mismatch
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:5f8c283d91ecb9a65ffa19265076ff891a66adf3c09db1523522b8b8d7cf92ed

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

Resolution
verified exact
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:b61d6072e025f602e99973a5bba1a9b532e0d117999c0ce05fe7e6e3fe4fd1aa

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:cfe32ee7d32d44c696cb58c2a2af7a6e43286f6e917e235c6693d510e438acfe

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:a9666edc7be12125e3286c469feffce604a04ebb18449769e335bf2fce3643e3

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:cca817031f947ad64fe86ef905251fe14659b800d6fdd49756125ab89b9a8cf8

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

Resolution
verified exact
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:912d229f5bb769fee6c6f42f35b04e4d48e6395c96f71a94a38d2fa91cf00813

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:01e67ab9ee4e895d52aebe77176f3bf606f37cc806605b992980e839ec6122f4

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

Resolution
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:158b75c2916fdf64ee4b22208db520a63c20ea6513e3143846df93efe7ac2c0b

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

Resolution
verified exact
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:9dcfc79e718a83916d13a5e3258b208124853be6ba1d1860d1559a47e57f8611

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

Resolution
verified exact
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:b8f0622559a5ea0f5ff1601701568c0e77263c4ed9bf63f7d8de2bb2029bacc6

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

Resolution
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:b2f1f90039b9d91cc272ec4a973f541d2896b6062ee6e15c685cada9abb4e744

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:a0c2670bccb33f4d91ce39a56f4067044047c60ecd1638ac1ef5a440605fcfe0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:6fa6e222a3a74287e8d3fa665320c18f63c6e444350dcc694b9f76048b83f941

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:37f8248ca6538c3c425c71a6a8cc9e0ec0fc8fe4e4844bf9f57f36c15dafe6ac

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:bf0099112cffab94604a3ea0d7ee452296ff5c7a54483ae90348a4999fe3422b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:8d86c736d5ad7400ceff4fe7b7dbb17007971b0ca6766d0653aacb4d3a1153c6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:919fad4443e8664498ce678ac19e74f88c1c9af1f76092aee3a669c7ee7c1478

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:9d366e0372658aece7f94a304acd57d62d5421fd7b40caff3cb49a3492b1954c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:c1f84befdeea1e0e59a2611071fe616b9b08aaeb26e57057ac047c5c88275147

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:30f858f6595a2a4b3e7314867ad4e8e4a7fedb9f34505f1c97c65c5e76ec603b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:4d146ad09e4ab74ae9e3694e27a0347357c1e26128259a978732bc3c1116af11

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:2e3d78544bc9e1e516d3d8ab87745a790bf91ccd5d504e73a6b89da6972c8335

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:d09b868cdecfd8f35ab7f15ad6190dcc28c10c13d28d9eab8f1edbe2ccafa3e6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:cd64d39746019a196091f4d46929637116849f9757e2047a03850ccaf30acb62

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:54680cd4502e3efd3b82bc6d69bcf3aa939dab8316f78e750e1285e17455f27b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T19:13:32.392938Z digest=sha256:0a96c8f13ee1329f1734ee989b943a88c37b8005f6581e9acd15d6626e90cb69

Pith citing papers

No inbound Pith citation observations are available.