Paper Citation Record · LEDGER

Test Coverage Analysis of Agentic Pull Requests

As of 22 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2607.18057.

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

pith.paper-citation-record.v1
2607.18057 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T16:20:30.229589Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

32 of 32 outbound references displayed

verified exact3
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 68f9658c-fb4e-4b18-9855-fcc6c5e13738 · outbound

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

Test Coverage Analysis of Agentic Pull Requests The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.141081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b52f99a3-bec6-41d9-ae7b-7572226e3b15 · outbound

This paper cites EvoSuite: Automatic test suite generation for object-oriented software,.

Test Coverage Analysis of Agentic Pull Requests EvoSuite: Automatic test suite generation for object-oriented software,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.147951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f016028a-1fc4-46e5-8c2a-2f50d6969b78 · outbound

This paper cites Ammann and J.

Test Coverage Analysis of Agentic Pull Requests Ammann and J

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.150654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32247e61-bda7-4d75-90a4-b76f2de42661 · outbound

This paper cites Pezz `e and M.

Test Coverage Analysis of Agentic Pull Requests Pezz `e and M

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.153578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2975c98c-b277-46db-be03-c7ec1564722f · outbound

This paper cites The guide to the software engineering body of knowledge,.

Test Coverage Analysis of Agentic Pull Requests The guide to the software engineering body of knowledge,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.156314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12c10156-9173-4aa9-b315-477433dd1daa · outbound

This paper cites An empirical study of regression test selection techniques,.

Test Coverage Analysis of Agentic Pull Requests An empirical study of regression test selection techniques,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.159229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b67d1629-d2ca-4cd6-af6f-a2d62a7f651b · outbound

This paper cites SWE-bench: Can language models resolve real-world github issues?.

Test Coverage Analysis of Agentic Pull Requests SWE-bench: Can language models resolve real-world github issues?

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.162389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c5c7d8b-70c7-4b10-b904-a8558407b942 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Test Coverage Analysis of Agentic Pull Requests Evaluating Large Language Models Trained on Code

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.165139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61945bc9-dd3b-484d-9974-0d99ca4a2c16 · outbound

This paper cites On the robustness of code generation techniques: An empirical study on GitHub Copilot,.

Test Coverage Analysis of Agentic Pull Requests On the robustness of code generation techniques: An empirical study on GitHub Copilot,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.168861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4437d87-8a4c-4059-a6dd-4a9761d60241 · outbound

This paper cites Using GitHub Copilot for test generation in Python: An empirical study,.

Test Coverage Analysis of Agentic Pull Requests Using GitHub Copilot for test generation in Python: An empirical study,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.171409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c25eb4dc-1d69-4d0c-8fab-d6bb1d080128 · outbound

This paper cites CoverUp: Effective high coverage test generation for Python,.

Test Coverage Analysis of Agentic Pull Requests CoverUp: Effective high coverage test generation for Python,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.174002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f03e6483-c47b-4866-b4e1-cd8c1cce2b57 · outbound

This paper cites Code-aware prompting: A study of coverage-guided test generation in regression setting using LLM,.

Test Coverage Analysis of Agentic Pull Requests Code-aware prompting: A study of coverage-guided test generation in regression setting using LLM,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.176834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63dbb8aa-5621-475a-b8fb-6a39867f5454 · outbound

This paper cites Automated unit test improvement using large language models at Meta,.

Test Coverage Analysis of Agentic Pull Requests Automated unit test improvement using large language models at Meta,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.179435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58e50139-0232-4d66-931c-07c8ded915e7 · outbound

This paper cites SWT-bench: Testing and validating real-world bug-fixes with code agents,.

Test Coverage Analysis of Agentic Pull Requests SWT-bench: Testing and validating real-world bug-fixes with code agents,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.181856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e089dc1-3822-4a0e-a568-b5f35858f6ff · outbound

This paper cites On the use of agentic coding: An empirical study of pull requests on GitHub,.

Test Coverage Analysis of Agentic Pull Requests On the use of agentic coding: An empirical study of pull requests on GitHub,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.184376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a165d988-4ad5-4fae-a938-85a2de2212a9 · outbound

This paper cites Using AI-based coding assistants in practice: State of affairs, perceptions, and ways forward,.

Test Coverage Analysis of Agentic Pull Requests Using AI-based coding assistants in practice: State of affairs, perceptions, and ways forward,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.189830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ba57f55-4680-417f-9876-88c74bb5e4d4 · outbound

This paper cites The WyCash portfolio management system,.

Test Coverage Analysis of Agentic Pull Requests The WyCash portfolio management system,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.195178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f05b3d5b-f29f-48db-ae74-1c2ef590dd69 · outbound

This paper cites Hidden technical debt in machine learning systems,.

Test Coverage Analysis of Agentic Pull Requests Hidden technical debt in machine learning systems,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.198240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d72c22de-dae9-41ce-98c5-8e19e226fec8 · outbound

This paper cites Available: https://doi.org/10.1016/j.infsof.2024.107610.

Test Coverage Analysis of Agentic Pull Requests Available: https://doi.org/10.1016/j.infsof.2024.107610

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.192425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 060e4cfd-40db-4bf7-9704-bc877b6e0f88 · outbound

This paper cites The relation of test-related factors to software quality: A case study on Apache systems,.

Test Coverage Analysis of Agentic Pull Requests The relation of test-related factors to software quality: A case study on Apache systems,

Reference 20

Resolution: verified exact; doi, observed 2026-08-01T16:24:14.467929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4afacc1b-1920-40c6-a666-95818c1e1301 · outbound

This paper cites Replication package,.

Test Coverage Analysis of Agentic Pull Requests Replication package,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.210394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1c8a11f-2532-4606-abcc-179b6d21f8c7 · outbound

This paper cites An empirical study of self-admitted technical debt in machine learning software,.

Test Coverage Analysis of Agentic Pull Requests An empirical study of self-admitted technical debt in machine learning software,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.201097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e4f7fa9-666f-4164-95c9-1762dbdd8131 · outbound

This paper cites Available: https://doi.org/10.1145/3785001.

Test Coverage Analysis of Agentic Pull Requests Available: https://doi.org/10.1145/3785001

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.204296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 433116d4-ca6b-4029-8967-2a4365ed2c47 · outbound

This paper cites JaCoCo: Java code coverage library,.

Test Coverage Analysis of Agentic Pull Requests JaCoCo: Java code coverage library,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.218843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68cc6b7a-d223-40f9-b77b-8bc88ae0bb1d · outbound

This paper cites pytest-cov: Coverage plugin for pytest,.

Test Coverage Analysis of Agentic Pull Requests pytest-cov: Coverage plugin for pytest,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.221602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fd77fd9-552a-4503-816a-05145e4d327e · outbound

This paper cites SageSELab/Agentic-Pull-Request-Test-Coverage,.

Test Coverage Analysis of Agentic Pull Requests SageSELab/Agentic-Pull-Request-Test-Coverage,

Reference 26

Resolution: verified exact; doi, observed 2026-08-01T16:24:14.244905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2f5fbd62-8244-4eac-86e9-78ff4a053b31 · outbound

This paper cites Tree-sitter: An incremental parsing system for program- ming tools,.

Test Coverage Analysis of Agentic Pull Requests Tree-sitter: An incremental parsing system for program- ming tools,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.216278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cc15e65-d19e-43d4-8ea4-c902c59372a8 · outbound

This paper cites Individual comparisons by ranking methods,.

Test Coverage Analysis of Agentic Pull Requests Individual comparisons by ranking methods,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.229589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b681bcdf-f200-4d53-8041-b8bb736e36a6 · outbound

This paper cites srcML: An infrastructure for the exploration, analysis, and manipulation of source code: A tool demonstration,.

Test Coverage Analysis of Agentic Pull Requests srcML: An infrastructure for the exploration, analysis, and manipulation of source code: A tool demonstration,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.224149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d37a3e42-6e17-432d-a3d6-d9c716310f2c · outbound

This paper cites An analysis of programming language statement frequency in C, C++, and Java source code,.

Test Coverage Analysis of Agentic Pull Requests An analysis of programming language statement frequency in C, C++, and Java source code,

Reference 31

Resolution: verified exact; doi, observed 2026-08-01T16:24:13.933244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1356bc31-407b-4903-8461-38103057c4d2 · outbound

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

Test Coverage Analysis of Agentic Pull Requests The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.145078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 835057f6-f3ff-466a-87eb-24344036fbfc · outbound

This paper cites Available: https://doi.org/10.1145/3798166.

Test Coverage Analysis of Agentic Pull Requests Available: https://doi.org/10.1145/3798166

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:30.187057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.