Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2404.04834.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:32:56.374537Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T14:15:47.484231Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 3b671420-d05b-43ad-8fe0-c368584dc6c8 · inbound
Multi-Agent Collaboration Mechanisms: A Survey of LLMs cites this paper.
Multi-Agent Collaboration Mechanisms: A Survey of LLMs LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 52
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T15:54:54.513500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5cb7e049-d3a9-4696-9a7a-5284781f0c53 · inbound
Why Do Multi-Agent LLM Systems Fail? cites this paper.
Why Do Multi-Agent LLM Systems Fail? LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:42:58.005346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 11af8e71-b97f-4410-9c25-89ef05d69403 · inbound
GenAI-Enabled Backlog Grooming in Agile Software Projects: An Empirical Study cites this paper.
GenAI-Enabled Backlog Grooming in Agile Software Projects: An Empirical Study LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:32:56.374537Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc5bb291-82d9-40c2-a4ea-09ba2724cd40 · inbound
Cognitive Agents Powered by Large Language Models for Agile Software Project Management cites this paper.
Cognitive Agents Powered by Large Language Models for Agile Software Project Management LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:59:25.551190Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9dae9d04-cc1f-456a-86b5-67e2c38b2397 · inbound
Knowledge-Graph-Driven Data Synthesis for Low-Resource Software Development: A HarmonyOS Case Study cites this paper.
Knowledge-Graph-Driven Data Synthesis for Low-Resource Software Development: A HarmonyOS Case Study LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T03:38:57.850590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 42c1d32c-78e9-4a03-bd16-a135a31aafa7 · inbound
Rethinking Query Optimization for Multi-Agent Systems [Vision] cites this paper.
Rethinking Query Optimization for Multi-Agent Systems [Vision] LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T17:21:25.840988Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3549aa13-6eed-461f-8c9c-41dde4830586 · inbound
Debug2Fix: Can Interactive Debugging Help Coding Agents Fix More Bugs? cites this paper.
Debug2Fix: Can Interactive Debugging Help Coding Agents Fix More Bugs? LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T20:20:17.825284Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5fa9a553-9e41-45e5-a19c-4a7aad34dda0 · inbound
Code Broker: A Multi-Agent System for Automated Code Quality Assessment cites this paper.
Code Broker: A Multi-Agent System for Automated Code Quality Assessment LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T20:41:11.617441Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 082395f3-c043-4636-a146-7b72bdcfe801 · inbound
Terminus-4B: Can a Smaller Model Replace Frontier LLMs at Agentic Execution Tasks? cites this paper.
Terminus-4B: Can a Smaller Model Replace Frontier LLMs at Agentic Execution Tasks? LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T10:51:30.375915Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d14242fd-5231-4b21-a790-35cb3dddfa84 · inbound
Terminus-4B: Can a Smaller Model Replace Frontier LLMs at Agentic Execution Tasks? cites this paper.
Terminus-4B: Can a Smaller Model Replace Frontier LLMs at Agentic Execution Tasks? LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T17:42:51.275272Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ffe0d6e-d978-48a4-99e8-f19692926d0c · inbound
Iterative Audit Convergence in LLM-Managed Multi-Agent Systems: A Case Study in Prompt-Engineering Quality Assurance cites this paper.
Iterative Audit Convergence in LLM-Managed Multi-Agent Systems: A Case Study in Prompt-Engineering Quality Assurance LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T03:37:11.643135Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9d46f5ce-3482-45bc-ab9a-c4ce94546311 · inbound
Iterative Audit Convergence in LLM-Managed Multi-Agent Systems: A Case Study in Prompt-Engineering Quality Assurance cites this paper.
Iterative Audit Convergence in LLM-Managed Multi-Agent Systems: A Case Study in Prompt-Engineering Quality Assurance LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T14:15:47.485780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 08363ea3-11fd-4667-a57a-a1910fe8b051 · inbound
Agentic AI in Industry: Adoption Level and Deployment Barriers cites this paper.
Agentic AI in Industry: Adoption Level and Deployment Barriers LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T20:25:02.511598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0a45ff9a-5dda-4d53-9673-19cfcab637b9 · inbound
Assistance to Autonomy: A Systematic Literature Review of Agentic AI across the Software Development Life Cycle cites this paper.
Assistance to Autonomy: A Systematic Literature Review of Agentic AI across the Software Development Life Cycle LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T16:27:39.523281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eac91be8-b497-4f7f-be0a-ba8dfb356e97 · inbound
FormIDEAble: Safe and Socially-aware Autonomous Systems cites this paper.
FormIDEAble: Safe and Socially-aware Autonomous Systems LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T11:15:41.943130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3a8c4588-2a18-4abd-a561-b6d4b7a0906c · inbound
Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges cites this paper.
Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Reference 295
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T00:55:43.534925Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.