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Paper Citation Record · LEDGER

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

As of 21 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 4 inbound Pith citation observations for arXiv:2607.18754.

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

pith.paper-citation-record.v1
2607.18754 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T14:28:55.235115Z

measured 16 of 16 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:28:20.029882Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-14T04:28:20.090443Z

Reference resolution

12 of 12 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff62708e-06f7-4a28-a35e-c066f7a46885 · outbound

This paper cites trace_id.

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents trace_id

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T14:28:55.235115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:28:55.235115Z digest=sha256:cec24ee46f04751ca49d05ff89593c60a9137d98d932a9275d095950de3bd226

Observation e9e23f5a-682d-43b6-aadf-25c80588a6d9 · outbound

This paper cites TRAIL: Trace Reasoning and Agentic Issue Localization.

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-01T14:28:54.703911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:28:54.703911Z digest=sha256:d63a437ecce6e299abe3eea9b0e10735f2d995dd556a4b391814439ac320a707

Observation 05ec4728-137d-4834-8f22-8c0308d12bc1 · outbound

This paper cites AgentOps: Enabling Observability of LLM Agents.

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents AgentOps: Enabling Observability of LLM Agents

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-01T14:28:54.772262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:28:54.772262Z digest=sha256:df5494ce3ba8116e458c8012855c33288879a79fe038752032ada360e7514b75

Observation 043c1d1e-b5a9-4309-b853-dcc781026ba3 · outbound

This paper cites an unresolved cited work.

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-01T14:28:54.832551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:28:54.832551Z digest=sha256:4b9cfb7f2084c9b12258d58079b35cfced5e20b57a8c8ba70b28fe0fc7413820

Observation eccbb56f-5025-47f4-a4ba-38b78857b01b · outbound

This paper cites https://github.com/ open-telemetry/semantic-conventions-genai.

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents https://github.com/ open-telemetry/semantic-conventions-genai

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T14:28:54.912709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:28:54.912709Z digest=sha256:0b95fa604c7bbf17ca42874cb939c7179b091d2710000e074b159d3d6a025006

Observation 1e262dcd-ac8d-47b3-bf94-a79db50b8e0b · outbound

This paper cites InProceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, pages 207–215, Suzhou, China.

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents InProceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, pages 207–215, Suzhou, China

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T14:28:55.003596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:28:55.003596Z digest=sha256:9f1c718cfb4163bad05b1b0456b64f4172faf1bc4305644cd13c0e1238478f3c

Observation 504637a4-579f-4580-853c-ee562743db26 · outbound

This paper cites InFindings of the Association for Compu- tational Linguistics: ACL 2024, pages 13894–13908, Bangkok, Thailand.

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents InFindings of the Association for Compu- tational Linguistics: ACL 2024, pages 13894–13908, Bangkok, Thailand

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-01T14:28:55.064999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:28:55.064999Z digest=sha256:20f523ee839a5a4614f8885921a79c288a4b456f84bb779b42b00759dca68b41

Observation e38c0c00-2cfa-4e96-92c3-a169737aacb5 · outbound

This paper cites Guibin Zhang, Junhao Wang, Junjie Chen, Wangchun- shu Zhou, Kun Wang, and Shuicheng YAN.

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents Guibin Zhang, Junhao Wang, Junjie Chen, Wangchun- shu Zhou, Kun Wang, and Shuicheng YAN

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-01T14:28:55.125482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:28:55.125482Z digest=sha256:66e2e7a62b7ef38b51cc99f2ccb14b1710e971c665a7db094e1ebf839f9274ff

Observation 17e705a7-d3db-44dc-8742-3d6ad024e760 · outbound

This paper cites findings.

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents findings

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-01T14:28:55.176355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:28:55.176355Z digest=sha256:b7f07843b85d88b31353ba97ce55445b69053116fd74e6d505244923997fb925

Observation 34a7ae2b-2c40-4a49-a9d5-f52dfaeacf92 · outbound

This paper cites AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning.

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-01T14:28:54.555297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:28:54.555297Z digest=sha256:311dd1fb83973ada8bb4815de926fff2aab07570587a3d419e789b90c4314ab8

Observation 72026a99-1a0f-46fd-aac0-5fdd7d99a437 · outbound

This paper cites A Survey on Large Language Models for Automated Planning.

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents A Survey on Large Language Models for Automated Planning

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-01T14:28:54.418288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:28:54.418288Z digest=sha256:6aa4bc79a587945a877c61ef545f7614504051eb36594fdf7688eebb6701a24b

Observation 1cfb984c-88e9-4122-8a35-936236f1a5cb · outbound

This paper cites Mert Cemri, Melissa Z Pan, Shuyi Yang, Lakshya A Agrawal, Bhavya Chopra, Rishabh Tiwari, Kurt Keutzer, Aditya Parameswaran, Dan Klein, Kannan Ramchandran, Matei Zaharia, Joseph E.

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents Mert Cemri, Melissa Z Pan, Shuyi Yang, Lakshya A Agrawal, Bhavya Chopra, Rishabh Tiwari, Kurt Keutzer, Aditya Parameswaran, Dan Klein, Kannan Ramchandran, Matei Zaharia, Joseph E

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-01T14:28:54.490131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:28:54.490131Z digest=sha256:2778dc67dee3ef5fec93dcc3e2d413a7d48f553ed0b5e261a6b08b9c7b5a22fc

Pith citing papers

Observation 6430d852-5870-43d2-be45-2dff95dff478 · inbound

Output Format x Model Identity: Interaction Effects in Single-Round Coding Agent Performance cites this paper.

Output Format x Model Identity: Interaction Effects in Single-Round Coding Agent Performance AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T08:23:38.292729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:23:38.292729Z digest=sha256:aa3fcd35529b6f9e0e64a15cd66306b448114fd3ca2d27885620c5789e6fe1c1

Observation 198a9193-4095-4cf9-baf8-71a1392b117d · inbound

From Cognitive Architectures to Language Agents: A Mechanism-Level Review of Lineage, Convergence, and Migration Gaps cites this paper.

From Cognitive Architectures to Language Agents: A Mechanism-Level Review of Lineage, Convergence, and Migration Gaps AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

Reference 43

Resolution
unresolved
no resolver link, observed 2026-07-31T23:30:37.731668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:30:37.731668Z digest=sha256:288c207abe8cc593cb7b2008a95bab5567b263e34aa33f03f483f05131433356

Observation f2c401d1-7e08-4fe7-962c-360ed33686ad · inbound

Model or Harness? An Interaction-Centric Taxonomy for Localizing Agent Failures cites this paper.

Model or Harness? An Interaction-Centric Taxonomy for Localizing Agent Failures AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-03T00:25:11.398515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T00:25:11.398515Z digest=sha256:c6fef762afcb95f7853351c217c259dbf919d2ecd500cf7fbe190fa79248abdf

Observation aed30102-cb82-412a-a023-1d34ea654297 · inbound

Evidence-Calibrated Runtime Reconstruction for Agent Skills Across Heterogeneous Coding Agents cites this paper.

Evidence-Calibrated Runtime Reconstruction for Agent Skills Across Heterogeneous Coding Agents AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

Reference 17

Resolution
metadata mismatch
local_arxiv, observed 2026-08-14T04:28:20.095866Z

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.

source=pdf_text observed=2026-08-14T04:28:20.029882Z digest=sha256:1339062f48e4d0bea34903d0c78b8e92928520fa2e326fa1e1aa8c2e9dc8ddb1