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Paper Citation Record · LEDGER

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents

As of 19 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2607.06184.

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

pith.paper-citation-record.v1
2607.06184 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-08T14:16:25.641101Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:31:11.297594Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

65 of 65 outbound references displayed

  • verified exact27
  • verified fuzzy18
  • unresolved1
  • parse uncertain0
  • malformed identifier7
  • metadata mismatch12

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1e88637a-a05a-4bc8-9ed7-f0a548d30af9 · outbound

This paper cites Claude Code,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Claude Code,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.822371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:8b5f4183e640e31dce76fdfcaf06264ca5ce7b898dd48c78c83866023d3149c9

Observation 1ca9f519-c452-47f3-b39b-e4352a633a8d · outbound

This paper cites an unresolved cited work.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-07-08T14:25:02.824464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:b67f263343f7b4cb723788db11b11a0c2f06eb1610438cb0d6ecb7c31e317840

Observation 1e8ed005-232e-47b4-82d3-459f70707f49 · outbound

This paper cites OpenCode: An open-source AI coding agent,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents OpenCode: An open-source AI coding agent,

Reference 3

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verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.844546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:cc2afce06bacca4e2945e265127f6524bb90cf260fc2679a261d8534a27ae77e

Observation 6f703f0c-0d44-4824-bedf-4697ac71b6b0 · outbound

This paper cites UTB oost: Rigorous evaluation of coding agents on SWE -bench.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents UTB oost: Rigorous evaluation of coding agents on SWE -bench

Reference 4

Resolution
verified exact
doi, observed 2026-07-08T14:25:02.344164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:87675c1a083fcb65db36633897de956d8de2364f53ab933c30bbc0604c098b49

Observation 7a51405c-e9df-4c7c-8bd5-6549ae43b2ec · outbound

This paper cites Are "Solved Issues" in SWE-bench Really Solved Correctly? An Empirical Study.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Are "Solved Issues" in SWE-bench Really Solved Correctly? An Empirical Study

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-07-08T14:25:02.498286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:63391730c13909031410d1dd0c5ad5bc19b2e7ee9e4f67c9cedcdb12a0b007bd

Observation 45b64a01-6d10-4c11-a845-3caf0c5b2861 · outbound

This paper cites Are "Solved Issues" in SWE-bench Really Solved Correctly? An Empirical Study.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Are "Solved Issues" in SWE-bench Really Solved Correctly? An Empirical Study

Reference 6

Resolution
metadata mismatch
local_arxiv, observed 2026-07-08T14:25:02.402763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:acc85aad28781af54b360d900221b5eba6200840c29fb4da19058cd88e7183d8

Observation fefe856a-7b56-4bd4-8f2b-d900442072d8 · outbound

This paper cites The swe-bench illusion: When state-of-the-art llms remember instead of reason.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents The swe-bench illusion: When state-of-the-art llms remember instead of reason

Reference 7

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arxiv_id, observed 2026-07-08T14:25:02.489280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:e77e75ae77e9627ccf6c4be94a6b05398be54dcc1fb24e85c7b57c3ff24d5368

Observation c0c168be-a18c-4bd7-a4dd-3971b0e3b9e8 · outbound

This paper cites Quantifying infrastructure noise in agentic coding evals,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Quantifying infrastructure noise in agentic coding evals,

Reference 8

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raw_fallback, observed 2026-07-08T14:25:02.841774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:6439903b6ff55a2b4d41763dd1923bcf59304911539afc83fe3664e15ff392ea

Observation d7c20f88-6d26-4e1c-9357-9941ca9885fe · outbound

This paper cites Why SWE-bench Verified no longer measures frontier coding capabilities,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Why SWE-bench Verified no longer measures frontier coding capabilities,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.829385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:bab0ad44713fe065195abe771038ae4478760f09b15890817aff800e1100d7ea

Observation b41048a9-e8d6-402c-aea4-942f79f4aade · outbound

This paper cites Agentboard: An analytical evaluation board of multi-turn LLM agents,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Agentboard: An analytical evaluation board of multi-turn LLM agents,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.839350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:88cc96d634aace3a5403e62ee562750e9fb758638a9bd674df7306d12b676e53

Observation a9a0c431-9f5a-4298-9625-6aaa74928176 · outbound

This paper cites Available: http://papers.nips.cc/paper files/paper/2024/ hash/877b40688e330a0e2a3fc24084208dfa-Abstract-Datasets and Benchmarks Track.html.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Available: http://papers.nips.cc/paper files/paper/2024/ hash/877b40688e330a0e2a3fc24084208dfa-Abstract-Datasets and Benchmarks Track.html

Reference 11

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verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.836914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:5dde5e36072870feecb04f0c7c78c8e49a9677396d92400ccb43fb54b84e29aa

Observation c2b7b1dc-7dfd-423c-b109-1aa87aac0839 · outbound

This paper cites Coherence Collapse: Diagnosing Why Code Agents Fail After Reaching the Right Code.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Coherence Collapse: Diagnosing Why Code Agents Fail After Reaching the Right Code

Reference 12

Resolution
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local_arxiv, observed 2026-07-08T14:25:02.458625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:f4663b13fe1a786619fcdf0b64b8d4f136904be13aa838572c22f7bf4a291802

Observation f90029a4-afe7-4a4c-bb14-2348f6ae0703 · outbound

This paper cites Process-Centric Analysis of Agentic Software Systems.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Process-Centric Analysis of Agentic Software Systems

Reference 13

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malformed identifier
local_arxiv, observed 2026-07-08T14:25:02.485061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:27df1a848a80c54ac74a55eceac036d7a87f2f1e6fa027fa6be97d9f6b22cb0d

Observation 5f1942ea-6ffb-4a08-b9b3-aa3726e78a61 · outbound

This paper cites Understanding code agent behaviour: An empirical study of success and failure trajectories.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Understanding code agent behaviour: An empirical study of success and failure trajectories

Reference 14

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verified exact
arxiv_id, observed 2026-07-08T14:25:02.339180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:940628813d3af065167e4b6f148b7fe275ac006d814dd6010d8d819eef4d65d0

Observation edb3328f-d178-4615-920f-757b09b797f7 · outbound

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

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Swe-bench: Can language models resolve real-world github issues?

Reference 15

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verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.831967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:1d057c848d333d600b1423ea7b33b41a173cbbc9c7e45bb19a2551bc9133e2a9

Observation 140fa8b3-b448-4c2e-8924-4fa6d802c29e · outbound

This paper cites On randomness in agentic evals,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents On randomness in agentic evals,

Reference 16

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verified exact
arxiv_id, observed 2026-07-08T14:25:02.385771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:e2841c118d6fd88181f15f095b8a439660d7d6693bbff31c1554b9a010c54f15

Observation 799b8fdb-0c1b-4a09-ba5e-f00d664869c6 · outbound

This paper cites Swe-bench goes live!.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Swe-bench goes live!

Reference 17

Resolution
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raw_fallback, observed 2026-07-08T14:25:02.834351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:d5003ae41585fb242bd6cf7f5c6926ec3de85a9732d57b18cdd2bbaea22bb23e

Observation 7337e22a-fcfe-4d71-a39f-fa45aec268f2 · outbound

This paper cites SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents

Reference 18

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verified exact
arxiv_id, observed 2026-07-08T14:25:02.461601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:55b1a348d4fb4a6c54ea65111518fb9e5ce844de1baa9454abaf275870ecf717

Observation f401924a-2db3-4ece-994a-4ae478a7b259 · outbound

This paper cites SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-07-08T14:25:02.328506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:d065d5439f3596bc68d7f6bc1db1efb6b77ddf97a615d3871f2662dbd2ad0abb

Observation d0ce9d35-a9f4-4fbe-bda8-d03b4f920e44 · outbound

This paper cites SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

Reference 20

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verified exact
local_arxiv, observed 2026-07-08T14:25:02.366856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:b0970bec2697e5b62bab5fb7f95ac695256c897b9e2ce3b61f833ebcbaa2021d

Observation 059fb235-87f9-4dd4-a45c-df37e7c45d10 · outbound

This paper cites Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

Reference 21

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verified exact
local_arxiv, observed 2026-07-08T14:25:02.333836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:d38dd3c34efedc3cdaa6f803189329de3bb52d0a5cff7af182743dcfb5351651

Observation 1a25496d-0ef0-4a49-8363-9c8639d30965 · outbound

This paper cites SWE-PolyBench: A multi-language benchmark for repository level evaluation of coding agents.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents SWE-PolyBench: A multi-language benchmark for repository level evaluation of coding agents

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-07-08T14:25:02.410420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:8aa2281504b6e628c1b2cf5526e924408c2599ce53892e0fc224bdb585b567f9

Observation 6bc3beb7-432b-44b3-8e63-0c20145f8103 · outbound

This paper cites Swe-compass: Towards unified evaluation of agentic coding abilities for large language models.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Swe-compass: Towards unified evaluation of agentic coding abilities for large language models

Reference 23

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verified exact
arxiv_id, observed 2026-07-08T14:25:02.352691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:2a74da6ee7c8eb08fbfa21f4b69153bd9652dd963425caed9e5acd67d126b5c6

Observation d0a90acf-5f6c-43c5-a370-5c96cc6c81db · outbound

This paper cites SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-07-08T14:25:02.421169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:1f9f3a6202f67ceae2037678069441db4e3d549932ef672920266a14c136f158

Observation 15d18372-638c-4328-a960-adf23a00bf39 · outbound

This paper cites Swe-agent: Agent-computer interfaces enable automated software engineering,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Swe-agent: Agent-computer interfaces enable automated software engineering,

Reference 25

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verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.810941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:5160f7177e51c750d9600568853b7af12bf2cc6ffb63a7910262b475e3a72883

Observation b50ffb3a-232f-4ade-9e9f-ef166ad88a28 · outbound

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

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Openhands: An open platform for AI software developers as generalist agents,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.848489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:2c96569a8b1ef6fcef615ce734cc4427e123a017e5fe3d5b24a14727c5957ed0

Observation 83af5657-1fdf-43f3-9cf1-4a15672b6b23 · outbound

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

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Agentless: Demystifying LLM-based Software Engineering Agents

Reference 27

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verified exact
local_arxiv, observed 2026-07-08T14:25:02.468091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:68389b5a6eff87ba5353f7bf15539144f08c1bfc26df644e4fbb9dd2235fd806

Observation fddac863-a7ee-408b-8767-6acda6a8ce6d · outbound

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

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Agentless: Demystifying LLM-based Software Engineering Agents

Reference 28

Resolution
metadata mismatch
local_arxiv, observed 2026-07-08T14:25:02.358881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:c9045f36e8b594c455484ccbdf2cec4e8eb594b48583cf3590027436865d4290

Observation 5af967de-e2e9-4da6-85d8-12344a83cc75 · outbound

This paper cites arXiv preprint arXiv:2510.04550 , year=.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents arXiv preprint arXiv:2510.04550 , year=

Reference 29

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arxiv_id, observed 2026-07-08T14:25:02.407944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:fa9b8cf4e411a04029dee37c9fe60f8cd796744c8b37d95a988d636da2db7706

Observation 2b94cfa8-d6e7-4e2b-a5b6-fae9863d933e · outbound

This paper cites arXiv preprint arXiv:2510.25694 , year=.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents arXiv preprint arXiv:2510.25694 , year=

Reference 30

Resolution
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arxiv_id, observed 2026-07-08T14:25:02.361509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:95652d7dff87f02bd35157752fc84b6906760fcbd38b8a68ddca50361bae201b

Observation 104feb44-4a64-41bd-bea9-31c0e002d521 · outbound

This paper cites Beyond Resolution Rates: Behavioral Drivers of Coding Agent Success and Failure.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Beyond Resolution Rates: Behavioral Drivers of Coding Agent Success and Failure

Reference 31

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verified exact
local_arxiv, observed 2026-07-08T14:25:02.495469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:2dedd103bfa857eccc71f1bdc6378af8c4e4e1d742b342e556b2f7cdce2a64ba

Observation 5420be86-e7d0-4c67-a5d1-053babc64c65 · outbound

This paper cites Beyond Resolution Rates: Behavioral Drivers of Coding Agent Success and Failure.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Beyond Resolution Rates: Behavioral Drivers of Coding Agent Success and Failure

Reference 32

Resolution
metadata mismatch
local_arxiv, observed 2026-07-08T14:25:02.342112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:5d1c6d01404bde9672fef69c67371af6290c255241213aa92cefa7bcbb416076

Observation 7c1060ea-8745-4184-be77-9a8a1dcff78b · outbound

This paper cites Understanding software engineering agents: A study of thought-action-result trajectories,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Understanding software engineering agents: A study of thought-action-result trajectories,

Reference 33

Resolution
verified exact
doi, observed 2026-07-08T14:25:02.395561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:b9e2c7bcda9ff3ec0a67eee4650241753f9e3360029bec33d3853f528cd3b66b

Observation e7a78175-4a1f-4449-8352-083b00200f67 · outbound

This paper cites Understanding Automated Program Repair Agents Through the Lens of Traceability: An Empirical Study.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Understanding Automated Program Repair Agents Through the Lens of Traceability: An Empirical Study

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-07-08T14:25:02.356305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:2fb33f25fbf348faf7fee95a323c411292bcbf126b67d178d3ba276c48708b08

Observation 714b5796-c2f3-4543-91f6-bcdac739593f · outbound

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

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 35

Resolution
metadata mismatch
local_arxiv, observed 2026-07-08T14:25:02.416113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:1c93c721f8b2cc42492d151df338f5a89ddfcefbe94a3ca9044f6bfb3f07fa39

Observation bf45a860-7def-43e8-807f-1f1b5f66ae1a · outbound

This paper cites Interpretable anomaly detection in event sequences via sequence matching and visual comparison,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Interpretable anomaly detection in event sequences via sequence matching and visual comparison,

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-07-08T14:25:02.364370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:fb936c325729abc699a3a95ae17045e7663716617262611e8b98910bea3e851c

Observation cec41a49-01c7-453f-b857-4b95bd96010b · outbound

This paper cites Barke, A.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Barke, A

Reference 37

Resolution
metadata mismatch
arxiv_id, observed 2026-07-08T14:25:02.383206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:43b66adb7122e67b269b683d9a3d1f50f584b6e0534a07baa55b44c566db4c9d

Observation c97ff24d-d22b-4c70-a71d-40bfaa9272a6 · outbound

This paper cites TrajAudit: Automated Failure Diagnosis for Agentic Coding Systems.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents TrajAudit: Automated Failure Diagnosis for Agentic Coding Systems

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-07-08T14:25:02.346868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:791f8a34e67c0cb3d9f25ac3331bd2d0fbc21ffd5ae4430f9fb85be95ffed5f4

Observation 894c222c-1c73-425e-a065-57fa2718b162 · outbound

This paper cites AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories

Reference 39

Resolution
verified exact
doi, observed 2026-07-08T14:25:02.418445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:8cdcd7aa7049a9cb1900b92a4207d161d285dc050c9950b8edb02fc48f3bc095

Observation 54a374f0-70ce-4cad-923a-4f33949e7186 · outbound

This paper cites Which agent causes task failures and when? on automated failure attribution of LLM multi- agent systems,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Which agent causes task failures and when? on automated failure attribution of LLM multi- agent systems,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.850264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:7c693855effb4f9c20bc22e6486ad5e1a8f4310c0de1c81e6bc109314c69ec0f

Observation 1a747efd-dd18-4aa7-9c01-2a7079b88309 · outbound

This paper cites AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?

Reference 41

Resolution
metadata mismatch
local_arxiv, observed 2026-07-08T14:25:02.336485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:be7b82bc93f72e16cf2347574e4bd3d2933465e2252fa1e7789c37bcbe7d3699

Observation d2d5fc60-9ef1-40af-ada5-30d3f7e587a7 · outbound

This paper cites verbose database queries correlate with null results.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents verbose database queries correlate with null results

Reference 42

Resolution
metadata mismatch
arxiv_id, observed 2026-07-08T14:25:02.399858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:4051d9dffa6b7bbdc20e75a37394944a2a8b35042025ef4b20372b1ca5510eb0

Observation 61a6300f-f663-43ab-bafe-2bacd7108285 · outbound

This paper cites Why do multi-agent LLM systems fail?.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Why do multi-agent LLM systems fail?

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.852112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:41f01af32bf900e55ad3483a13461935fb7354a896a5438f4d1785334ec12276

Observation faf40772-aa1a-495f-b4d9-998126430208 · outbound

This paper cites Pathak, H.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Pathak, H

Reference 44

Resolution
malformed identifier
arxiv_id, observed 2026-07-08T14:25:02.472876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:7c6782f17fbfa068f59271468ec6209dfc5986228e682d6cef87b6681e3e98bb

Observation 619cdec7-b8ce-4812-8f9a-19590a71c236 · outbound

This paper cites TRACE: Trajectory Reasoning through Adaptive Cross-Step Evidence Aggregation for LLM Agents.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents TRACE: Trajectory Reasoning through Adaptive Cross-Step Evidence Aggregation for LLM Agents

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-07-08T14:25:02.492118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:70f0175ad8ba5df76e1b78ec3a1f094edd172dfffe17baf6072e6ad2cc4388a7

Observation efdaff31-8ae8-4521-998f-46f2c5fc7e9e · outbound

This paper cites Agent trajectory explorer: Visualizing and providing feedback on agent trajectories,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Agent trajectory explorer: Visualizing and providing feedback on agent trajectories,

Reference 46

Resolution
verified exact
doi, observed 2026-07-08T14:25:02.387790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:b08475c149b8532de6e48bfe95065cc01c8bc76a0d4eb1bfcec2ef540a5de5c1

Observation 98eeeabc-0fdb-4365-930c-7a84bb933595 · outbound

This paper cites SeaView: Software Engineering Agent Visual Interface for Enhanced Workflow.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents SeaView: Software Engineering Agent Visual Interface for Enhanced Workflow

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-07-08T14:25:02.380327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:bfd14ca69bc4109e81481bce3afbf04d362c45171eb19c0d3b09d82a0053d46c

Observation 11cbd93a-2670-4427-ad1c-66b6d00abdb3 · outbound

This paper cites Illuminating LLM Coding Agents: Visual Analytics for Deeper Understanding and Enhancement.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Illuminating LLM Coding Agents: Visual Analytics for Deeper Understanding and Enhancement

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-07-08T14:25:02.405324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:e3e8dda1fd65d0c00ef4633a7af241e7a36de2cc5913a073bca0bfcc55b8444b

Observation 9fd532f7-ab18-4c1c-a40c-a3290f394345 · outbound

This paper cites CodeTracer: Towards Traceable Agent States.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents CodeTracer: Towards Traceable Agent States

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-07-08T14:25:02.393406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:9262ff50abcf6d1c38ab078f28870743c2f8e8a79c70c92f5d66aa427bc2cd75

Observation 609bd9a8-fbe1-40c3-83cb-8f67ce9e9f87 · outbound

This paper cites Policysim: An llm-based agent social simulation sandbox for proactive policy optimization.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Policysim: An llm-based agent social simulation sandbox for proactive policy optimization

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-07-08T14:25:02.390706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:84989416443bfbd3847a6dddc4370064bae3a904a3fa386be39f11958a85fa74

Observation af49ee17-bcf4-4c1f-b102-7978cdce4208 · outbound

This paper cites SPA-RL: Reinforcing LLM Agents via Stepwise Progress Attribution.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents SPA-RL: Reinforcing LLM Agents via Stepwise Progress Attribution

Reference 51

Resolution
malformed identifier
local_arxiv, observed 2026-07-08T14:25:02.465192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:9764aac8417534dd1415507bffe57d7a65134058334538a9fefea13d5d1e1b18

Observation 1de1015c-9483-4ecc-956f-d7d66a91880a · outbound

This paper cites When agents go astray: Course-correcting swe agents with prms.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents When agents go astray: Course-correcting swe agents with prms

Reference 52

Resolution
malformed identifier
arxiv_id, observed 2026-07-08T14:25:02.450641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:fda180ec2deac617b0408b028ee587aac9b7c21b7565cc82db44da5ab2614866

Observation c5c7cc3c-a907-4006-91b2-d868d7cda66b · outbound

This paper cites Agenttrek: Agent trajectory synthesis via guiding replay with web tutorials,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Agenttrek: Agent trajectory synthesis via guiding replay with web tutorials,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.826657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:4821b24cf960e91eaed66561b2a8783ea20e3e308afbaa9c4f09d358b270c63d

Observation f47aeeea-a17d-4c15-b313-3d1d386f4e64 · outbound

This paper cites [Online].

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents [Online]

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.817751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:2a48bad71b78d9303efe74a9f50467e09379e9e62f1788e45383923a7248ac8f

Observation ea2502c4-c2eb-4051-a96f-b8db9edc5f19 · outbound

This paper cites Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-07-08T14:25:02.349955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:97adc5aeb1ff5a091e76cc618a5b435060f590c831efba543c475a0ca5df9d8a

Observation cfb7ac86-b100-4103-b09c-e1030e59733b · outbound

This paper cites Trajectory-informed memory generation for self-improving agent systems.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Trajectory-informed memory generation for self-improving agent systems

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-07-08T14:25:02.331090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:b52fea56355c48fdaf4b392fe792fad73421a1c04651f3795477cdae956584cb

Observation 12183823-1ba8-48b2-8e96-6a30679d29f2 · outbound

This paper cites Shepherd: Pattern- guided trajectory selection for coding agents on SWE-bench,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Shepherd: Pattern- guided trajectory selection for coding agents on SWE-bench,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.815371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:3092a4fb72df60e738f6e39b8789288278364ae91ea78b609fb2bf667aa66d0c

Observation a78499af-e0cd-4be5-ae88-b2b1e53bbd9f · outbound

This paper cites Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses

Reference 58

Resolution
verified exact
local_arxiv, observed 2026-07-08T14:25:02.371619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:db9be6d3df0538e6f5aea2d4a0d1345d4f653761e2bad9bb85cdb9e3a5e3ccf8

Observation 812fb375-4cea-4c02-a9b8-84a2339d3c16 · outbound

This paper cites Fowler,Refactoring - Improving the Design of Existing Code, ser.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Fowler,Refactoring - Improving the Design of Existing Code, ser

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.820333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:22ce2cb8105f1d06f9e8f7ceea7d30c30e9770fb4bab4d49f3a141952836cbed

Observation 65cc92d5-7f82-4e7b-82ed-e7b5ee9ac594 · outbound

This paper cites Refactoring software, architectures, and projects in crisis,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Refactoring software, architectures, and projects in crisis,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.846679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:88c1b784c7753b00b6cbb556504ae88ce883fb22240905d5385806cba0a57a3b

Observation 8ae920a2-c957-447e-bb53-d5c8e1bf7f20 · outbound

This paper cites Social debt in software engineering: insights from industry,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Social debt in software engineering: insights from industry,

Reference 61

Resolution
verified exact
doi, observed 2026-07-08T14:25:02.373604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:34c330cd6330f74e8b0f50ab00fd7abea0c0e7f80ffc0b1240a67e2e1dc977c3

Observation 3530344f-4e9a-4947-8f3f-edf44c45ee83 · outbound

This paper cites In 45th IEEE/ACM International Conference on Software Engineering, ICSE 2023, Melbourne, Australia, May 14-20.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents In 45th IEEE/ACM International Conference on Software Engineering, ICSE 2023, Melbourne, Australia, May 14-20

Reference 62

Resolution
metadata mismatch
arxiv_id, observed 2026-07-08T14:25:02.376395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:6a4be4f60579e857f0e243c4a28b1b26d5d456ce20df61c98523bb865ab717a6

Observation dbc6973b-a343-4720-9730-384bcbea0dc5 · outbound

This paper cites doi:10.1007/s10664-019-09785-8 [69]Yang Zhang, Yiwen Wu, Tingting Chen, Tao Wang, Hui Liu, and Huaimin Wang.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents doi:10.1007/s10664-019-09785-8 [69]Yang Zhang, Yiwen Wu, Tingting Chen, Tao Wang, Hui Liu, and Huaimin Wang

Reference 63

Resolution
metadata mismatch
doi, observed 2026-07-08T14:25:02.368830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:2dcd0e1ee5a1367a740ca9ae10c31651d6a8d41ae3ee41eb7a9518a26551df6e

Observation 3dc9ed05-f25d-4a0a-8b7e-857f577791e8 · outbound

This paper cites An empirical study on failures in automated issue solving,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents An empirical study on failures in automated issue solving,

Reference 64

Resolution
malformed identifier
arxiv_id, observed 2026-07-08T14:25:02.481146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:6ffee652eafe00717738305a5d632a51183e61997ca7a90396f5e929d08cf6b6

Observation e8993ee9-5d34-4143-a35c-e5071b073c26 · outbound

This paper cites Introducing SWE-bench Verified,.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents Introducing SWE-bench Verified,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T14:25:02.812785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-08T14:16:25.641101Z digest=sha256:71c6aad449a935074762d088466120915a1f7506bf722832cc10efbcffb9f388

Pith citing papers

Observation 2ada2737-8efd-4906-aaca-f27ac615a322 · inbound

Validation Evidence in LLM Repair Agents: How Much of What Passes Actually Tests the Bug? cites this paper.

Validation Evidence in LLM Repair Agents: How Much of What Passes Actually Tests the Bug? What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-03T01:31:11.297594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T01:31:11.297594Z digest=sha256:2c32fd1412f65e06b40334f7060a7739d17bda0be625ebe49d0c6fbc2307ebf4