Paper Citation Record · LEDGER

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study

As of 2 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2605.06464.

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

pith.paper-citation-record.v1
2605.06464 v2

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T01:00:04.983344Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-02T06:30:47.504484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:27:11.977297Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

verified exact10
verified fuzzy15
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff6ead48-5714-45b8-a3a2-741fbaa959b6 · outbound

This paper cites McGraw-Hill New York.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study McGraw-Hill New York

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.493230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 29a4454e-e892-4adc-9ce9-f8c54ad933d3 · outbound

This paper cites Ogheneovo.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Ogheneovo

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.507672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 4576d801-3fd9-42c9-a2d3-18ea5e585f09 · outbound

This paper cites Which factors affect software projects maintenance cost more?Acta Informatica Medica, 21(1):63.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Which factors affect software projects maintenance cost more?Acta Informatica Medica, 21(1):63

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.497006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation facbfea8-de67-4d4c-8a27-125750088ef2 · outbound

This paper cites Investigating the smells of LLM generated code.CoRR, abs/2510.03029.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Investigating the smells of LLM generated code.CoRR, abs/2510.03029

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:31:26.000653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation c3cccb8a-96a1-4693-8280-2663fbc33455 · outbound

This paper cites Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:31:25.995496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation f9df56bd-59cb-4ca2-bb80-ad7838b7ac31 · outbound

This paper cites Human-Written vs. AI-Generated Code: A Large-Scale Study of Defects, Vulnerabilities, and Complexity.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Human-Written vs. AI-Generated Code: A Large-Scale Study of Defects, Vulnerabilities, and Complexity

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:31:25.989440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation efcafb12-1509-455f-8814-91385abe59cc · outbound

This paper cites & Vasilescu, B.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study & Vasilescu, B

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:31:26.011919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation e6f79856-acce-419a-810a-bed947d139da · outbound

This paper cites Empirical analysis of ai-assisted code generation tools impact on code quality, security and developer productivity.International Journal For Multidisci- plinary Research.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Empirical analysis of ai-assisted code generation tools impact on code quality, security and developer productivity.International Journal For Multidisci- plinary Research

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.498908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 27fce38d-d9aa-4e69-bb0e-1bc8a6446a6e · outbound

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

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:38:55.449085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 9b4c828a-2c47-4645-932d-6c058758f498 · outbound

This paper cites Openhands: An open platform for AI software developers as generalist agents.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Openhands: An open platform for AI software developers as generalist agents

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.513246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation a6ea6b05-e9b6-493a-9dc8-caa088ced78c · outbound

This paper cites Metagpt: Meta programming for A multi-agent collaborative framework.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Metagpt: Meta programming for A multi-agent collaborative framework

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.502363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 665a6e3a-317f-4f89-8eb0-4b51e08bb339 · outbound

This paper cites Glassman.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Glassman

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.503988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 26621465-17f0-4770-aa7b-39238504ac4b · outbound

This paper cites A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:31:26.032836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 7def455f-ef7c-4eb5-b41d-cc768de2683c · outbound

This paper cites Automated code review in practice.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Automated code review in practice

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.500642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation c28730db-3d91-4bd4-ba8e-531e25632ce3 · outbound

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

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:31:26.022910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 1884c763-02cf-440f-a5e1-b4b8589fb5b8 · outbound

This paper cites Comparing Human and LLM Generated Code: The Jury is Still Out!.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:31:25.984452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation b55fe8f2-e17a-495d-abdf-75b43c5ee59d · outbound

This paper cites Do users write more insecure code with AI assistants? InProceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security (CCS 2023), pages 2785– 2799.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Do users write more insecure code with AI assistants? InProceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security (CCS 2023), pages 2785– 2799

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.489261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 20e5af54-1ef1-466c-bef7-e830b89115b3 · outbound

This paper cites Asleep at the keyboard? assessing the security of github copilot’s code contributions.Commun.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Asleep at the keyboard? assessing the security of github copilot’s code contributions.Commun

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.509614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation f96aefff-078d-42ff-be9e-1874409803b4 · outbound

This paper cites dos Santos.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study dos Santos

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.515116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation dad5f7bf-27ca-45f1-92d3-4e7079f38876 · outbound

This paper cites The modular imperative: Rethinking llms for maintainable software.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study The modular imperative: Rethinking llms for maintainable software

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.495127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 53f4470f-75ee-40e9-928d-b6756ca38525 · outbound

This paper cites What to cut? predicting unnecessary methods in agentic code generation.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study What to cut? predicting unnecessary methods in agentic code generation

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.505849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 5626ae63-2b84-4f6f-a9f3-f9ad7a560b22 · outbound

This paper cites Do autonomous agents contribute test code? A study of tests in agentic pull requests.CoRR, abs/2601.03556.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Do autonomous agents contribute test code? A study of tests in agentic pull requests.CoRR, abs/2601.03556

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:31:26.017431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation d0b748e1-3fda-4e24-b3ce-c1bb33a2b59d · outbound

This paper cites How do Agents Refactor: An Empirical Study.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study How do Agents Refactor: An Empirical Study

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-26T03:04:10.209072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation a7745bb3-f110-4148-ad3b-081b3e3aaf07 · outbound

This paper cites Early-stage prediction of review effort in ai-generated pull requests.CoRR, abs/2601.00753.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Early-stage prediction of review effort in ai-generated pull requests.CoRR, abs/2601.00753

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:31:25.979307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 8e38cee0-b562-41c3-b9d5-3fe15799e17e · outbound

This paper cites About code owners.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study About code owners

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.491312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 881e3f06-9932-4b57-839f-3865593b1551 · outbound

This paper cites On the Use of Agentic Coding: An Empirical Study of Pull Requests on GitHub.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study On the Use of Agentic Coding: An Empirical Study of Pull Requests on GitHub

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:31:26.028002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 26b9b134-9be1-4252-8268-226daa61f546 · outbound

This paper cites A first look at conven- tional commits classification.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study A first look at conven- tional commits classification

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:02:22.511498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 3ee52459-c320-4fde-a234-76092614f51a · outbound

This paper cites Horikawa, H.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Horikawa, H

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:31:25.974251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Pith citing papers

Observation c71fc9b0-790f-45a4-aec8-767c8a754522 · inbound

Making Agent-Mediated Contributions Governable: A Project-Level Governance Manifest for Open-Source AI Collaboration cites this paper.

Making Agent-Mediated Contributions Governable: A Project-Level Governance Manifest for Open-Source AI Collaboration To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T22:27:11.977297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.