Paper Citation Record · LEDGER

MarsCode Agent: AI-native Automated Bug Fixing

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 35 inbound Pith citation observations for arXiv:2409.00899.

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

pith.paper-citation-record.v1
2409.00899 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 35 of 35 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 35 of 35 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:34:33.125442Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 048a3217-a61b-40e6-8380-42723c5627a4 · inbound

Agentless: Demystifying LLM-based Software Engineering Agents cites this paper.

Agentless: Demystifying LLM-based Software Engineering Agents MarsCode Agent: AI-native Automated Bug Fixing

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:12:22.349851Z

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.

Observation 744748d7-4b1f-4ad3-841a-69b3efbcf34f · inbound

LLMs as Continuous Learners: Improving the Reproduction of Defective Code in Software Issues cites this paper.

LLMs as Continuous Learners: Improving the Reproduction of Defective Code in Software Issues MarsCode Agent: AI-native Automated Bug Fixing

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T15:46:56.265791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6698f7bb-ef07-41f7-8d05-a13a200bc149 · inbound

AEGIS: An Agent-based Framework for General Bug Reproduction from Issue Descriptions cites this paper.

AEGIS: An Agent-based Framework for General Bug Reproduction from Issue Descriptions MarsCode Agent: AI-native Automated Bug Fixing

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T11:41:01.454393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31f7ff52-f071-4e90-a145-3178924804fd · inbound

A Real-World Benchmark for Evaluating Fine-Grained Issue Solving Capabilities of Large Language Models cites this paper.

A Real-World Benchmark for Evaluating Fine-Grained Issue Solving Capabilities of Large Language Models MarsCode Agent: AI-native Automated Bug Fixing

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T11:39:33.769898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37bfd744-6dad-4e42-9fd0-31a3c3b9c755 · inbound

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production cites this paper.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production MarsCode Agent: AI-native Automated Bug Fixing

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.631836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0e3bef5-303d-4f4d-a9aa-1a3ec56d22e4 · inbound

You Name It, I Run It: An LLM Agent to Execute Tests of Arbitrary Projects cites this paper.

You Name It, I Run It: An LLM Agent to Execute Tests of Arbitrary Projects MarsCode Agent: AI-native Automated Bug Fixing

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T16:23:10.184274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff3117e9-b79b-44c2-b873-ab58d8370b06 · inbound

CodeRepoQA: A Large-scale Benchmark for Software Engineering Question Answering cites this paper.

CodeRepoQA: A Large-scale Benchmark for Software Engineering Question Answering MarsCode Agent: AI-native Automated Bug Fixing

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T11:57:50.927150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de9cd63a-6765-486f-852d-f535397665aa · inbound

Evaluating Agent-based Program Repair at Google cites this paper.

Evaluating Agent-based Program Repair at Google MarsCode Agent: AI-native Automated Bug Fixing

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T20:42:02.191985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89399b23-435f-4f10-b8b6-4c8c6e4ef95c · inbound

PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification cites this paper.

PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification MarsCode Agent: AI-native Automated Bug Fixing

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T11:21:17.353403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f775668-2946-425f-9ed0-16874ed723d8 · inbound

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks cites this paper.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks MarsCode Agent: AI-native Automated Bug Fixing

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.264004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 467c48af-8f79-4006-aeb5-8c4bde53c655 · inbound

Empirical Research on Utilizing LLM-based Agents for Automated Bug Fixing via LangGraph cites this paper.

Empirical Research on Utilizing LLM-based Agents for Automated Bug Fixing via LangGraph MarsCode Agent: AI-native Automated Bug Fixing

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T04:37:16.661394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b9066b4-29e5-4f4a-a235-a4159a7f3345 · inbound

Beyond Final Code: A Process-Oriented Error Analysis of Software Development Agents in Real-World GitHub Scenarios cites this paper.

Beyond Final Code: A Process-Oriented Error Analysis of Software Development Agents in Real-World GitHub Scenarios MarsCode Agent: AI-native Automated Bug Fixing

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-23T00:52:19.386780Z

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.

Observation 17a63ce0-a672-4904-95e3-b68df3b8ae14 · inbound

kAgent: An execution-guided crash resolution agent for the Linux kernel cites this paper.

kAgent: An execution-guided crash resolution agent for the Linux kernel MarsCode Agent: AI-native Automated Bug Fixing

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T05:34:33.125442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90c91314-a209-47f2-b535-54f1512ad01b · inbound

CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System cites this paper.

CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System MarsCode Agent: AI-native Automated Bug Fixing

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:37:02.785485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 573e3a67-ab3b-4a30-91b7-83cf5a8afb6e · inbound

OmniGIRL: A Multilingual and Multimodal Benchmark for GitHub Issue Resolution cites this paper.

OmniGIRL: A Multilingual and Multimodal Benchmark for GitHub Issue Resolution MarsCode Agent: AI-native Automated Bug Fixing

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T23:27:58.355877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fcd9956-69b8-42e5-8fb7-642b93f2fb9e · inbound

SafeGenBench: A Benchmark Framework for Security Vulnerability Detection in LLM-Generated Code cites this paper.

SafeGenBench: A Benchmark Framework for Security Vulnerability Detection in LLM-Generated Code MarsCode Agent: AI-native Automated Bug Fixing

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T10:22:11.875131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88fe5527-8848-4bbc-a729-56a02d93348e · inbound

Seeing is Fixing: Cross-Modal Reasoning with Multimodal LLMs for Visual Software Issue Fixing cites this paper.

Seeing is Fixing: Cross-Modal Reasoning with Multimodal LLMs for Visual Software Issue Fixing MarsCode Agent: AI-native Automated Bug Fixing

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:32.593058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6d77353-5795-4648-a4f1-856bfeea8a29 · inbound

Aime: Towards Fully-Autonomous Multi-Agent Framework cites this paper.

Aime: Towards Fully-Autonomous Multi-Agent Framework MarsCode Agent: AI-native Automated Bug Fixing

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T16:59:40.382661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b278d2b-6d12-4288-acdc-5eea57baa779 · inbound

Agentic Program Repair from Test Failures at Scale: A Neuro-symbolic approach with static analysis and test execution feedback cites this paper.

Agentic Program Repair from Test Failures at Scale: A Neuro-symbolic approach with static analysis and test execution feedback MarsCode Agent: AI-native Automated Bug Fixing

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T14:37:18.233741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aae2c0c-641c-4d24-a968-d8fba1cd61ee · inbound

SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution cites this paper.

SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution MarsCode Agent: AI-native Automated Bug Fixing

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T10:55:23.795602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b8af503-b7ef-4463-be2c-b256bab10bfa · inbound

Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling cites this paper.

Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling MarsCode Agent: AI-native Automated Bug Fixing

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:18.498599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e6da809-95e1-4ae4-a7d4-b42b71e276e3 · inbound

Git Context Controller: Manage the Context of LLM-based Agents like Git cites this paper.

Git Context Controller: Manage the Context of LLM-based Agents like Git MarsCode Agent: AI-native Automated Bug Fixing

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T11:42:25.079917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aa8365b-eb61-46c8-b6ee-a451620c4b9c · inbound

Exploring Autonomous Agents: A Closer Look at Why They Fail When Completing Tasks cites this paper.

Exploring Autonomous Agents: A Closer Look at Why They Fail When Completing Tasks MarsCode Agent: AI-native Automated Bug Fixing

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T17:19:51.806704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dda822d-9d26-47e2-ba69-9902fa7a038d · inbound

Beyond Accuracy: Behavioral Dynamics of Agentic Multi-Hunk Repair cites this paper.

Beyond Accuracy: Behavioral Dynamics of Agentic Multi-Hunk Repair MarsCode Agent: AI-native Automated Bug Fixing

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T22:21:20.693633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b54c84f8-9b63-42e2-8645-401bb81f1c61 · inbound

One Tool Is Enough: Reinforcement Learning for Repository-Level LLM Agents cites this paper.

One Tool Is Enough: Reinforcement Learning for Repository-Level LLM Agents MarsCode Agent: AI-native Automated Bug Fixing

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T14:20:31.269578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beacd5c3-d012-4272-8e5a-b227de1c1320 · inbound

AgenticSZZ: Temporal Knowledge Graph-Guided Agentic Bug-Inducing Commit Identification cites this paper.

AgenticSZZ: Temporal Knowledge Graph-Guided Agentic Bug-Inducing Commit Identification MarsCode Agent: AI-native Automated Bug Fixing

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:27:36.398079Z

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.

Observation f9a52d28-d213-4008-b87b-44acfc35e585 · inbound

Rethinking the Value of Agent-Generated Tests for LLM-Based Software Engineering Agents cites this paper.

Rethinking the Value of Agent-Generated Tests for LLM-Based Software Engineering Agents MarsCode Agent: AI-native Automated Bug Fixing

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:37:28.441304Z

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.

Observation 4fdfb82b-c8a6-4753-afac-ec1b2f41f0ce · inbound

LLM+Graph@VLDB'2025 Workshop Summary cites this paper.

LLM+Graph@VLDB'2025 Workshop Summary MarsCode Agent: AI-native Automated Bug Fixing

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:48:07.984536Z

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.

Observation d40e85e2-0cc4-4261-af4f-f55fe28d978b · inbound

Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints cites this paper.

Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints MarsCode Agent: AI-native Automated Bug Fixing

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:10:47.884884Z

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.

Observation 1070f78e-efba-4a57-9983-9a971615d996 · inbound

Evaluating LLM Agents on Automated Software Analysis Tasks cites this paper.

Evaluating LLM Agents on Automated Software Analysis Tasks MarsCode Agent: AI-native Automated Bug Fixing

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:26:01.392074Z

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.

Observation a6bbe001-3dca-4f1f-b222-5eb992d7425a · inbound

Evaluating LLM Agents on Automated Software Analysis Tasks cites this paper.

Evaluating LLM Agents on Automated Software Analysis Tasks MarsCode Agent: AI-native Automated Bug Fixing

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T16:27:44.205709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bbc2d10-c12b-4ba9-885f-2e961f623735 · inbound

LLM-Based Automated Diagnosis Of Integration Test Failures At Google cites this paper.

LLM-Based Automated Diagnosis Of Integration Test Failures At Google MarsCode Agent: AI-native Automated Bug Fixing

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:16:05.348166Z

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.

Observation 55254711-2684-4f58-ab49-f58804b11d90 · inbound

Learning Project-wise Subsequent Code Edits via Interleaving Neural-based Induction and Tool-based Deduction cites this paper.

Learning Project-wise Subsequent Code Edits via Interleaving Neural-based Induction and Tool-based Deduction MarsCode Agent: AI-native Automated Bug Fixing

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:11:05.106815Z

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.

Observation 764a0942-b80b-47c3-8e18-5be097d0f766 · inbound

EviACT: An Evidence-to-Action Framework for Agentic Program Repair cites this paper.

EviACT: An Evidence-to-Action Framework for Agentic Program Repair MarsCode Agent: AI-native Automated Bug Fixing

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T15:43:32.808889Z

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.

Observation f9d5b198-f045-4604-87b5-6d79d5cca4e7 · inbound

MultiFixer: A Coordinator-Proposer Based Multi-Agent Framework For Fixing Multi-Hunk Bugs cites this paper.

MultiFixer: A Coordinator-Proposer Based Multi-Agent Framework For Fixing Multi-Hunk Bugs MarsCode Agent: AI-native Automated Bug Fixing

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T12:47:00.363813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.