Paper Citation Record · LEDGER

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality

As of 19 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 2 inbound Pith citation observations for arXiv:2607.03691.

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

pith.paper-citation-record.v1
2607.03691 v2

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:50:20.847873Z

measured 72 of 72 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T18:21:28.868968Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

70 of 70 outbound references displayed

verified exact0
verified fuzzy0
unresolved69
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 96c8d90b-7d55-47be-a01d-c78b695c5089 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:16.771152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a74e099-1750-4861-97ad-ce88e2390dda · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:16.883641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 030fe652-cca0-4b08-869b-5167806195be · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:17.106238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9af796d3-aad3-4c7e-9e4a-de7c0a7bb265 · outbound

This paper cites Qwen3-Coder-Next Technical Report.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Qwen3-Coder-Next Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:17.224230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b7a550e-4182-4072-ab68-d41c82c12fc9 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Evaluating Large Language Models Trained on Code

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:17.431137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb13d6f4-4a37-4497-aeae-1e3d1dc17d53 · outbound

This paper cites Certain Head, Uncertain Tail: Expert-Sample for Test-Time Scaling in Fine-Grained MoE.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Certain Head, Uncertain Tail: Expert-Sample for Test-Time Scaling in Fine-Grained MoE

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:17.586147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d1e71d1-07f3-4ae4-a1a9-723dd1ea233d · outbound

This paper cites Jimenez, John Yang, Leyton Ho, Tejal Patwardhan, Kevin Liu, and Aleksander Madry.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Jimenez, John Yang, Leyton Ho, Tejal Patwardhan, Kevin Liu, and Aleksander Madry

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:17.707549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f38d30ad-c13c-4df6-b52c-3800405f4312 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-08-02T08:50:17.862265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4600fed5-a3d1-4759-bd9a-c7609d18898f · outbound

This paper cites Uncertainty quantification for stationary and time-dependent PDEs subject to Gevrey regular random domain deformations.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Uncertainty quantification for stationary and time-dependent PDEs subject to Gevrey regular random domain deformations

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:18.058797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8883db3a-fe3c-448f-98b5-db8f6ceafa4f · outbound

This paper cites 1999.Practical nonparametric statistics.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality 1999.Practical nonparametric statistics

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:18.218612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbacb041-8419-4540-a3c3-4fb3e3f95b92 · outbound

This paper cites Harness Engineering for Agentic AI Coding Tools: An Exploratory Study.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Harness Engineering for Agentic AI Coding Tools: An Exploratory Study

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:18.436015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a53e8fc-61ac-40d2-bb37-730cf0fc397d · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:18.563130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec92c1ae-f947-4b26-8ea2-2aa579722fec · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:18.702233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3397166c-6db6-46ad-925a-648bf4be8504 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:18.902647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7434fbb-03aa-4ee8-898e-6a0a66bf0460 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:18.989883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e9c6059-308e-416a-94c6-240e3ef04cbd · outbound

This paper cites Model Context Protocol (MCP) Tool Descriptions Are Smelly! Towards Improving AI Agent Efficiency with Augmented MCP Tool Descriptions.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Model Context Protocol (MCP) Tool Descriptions Are Smelly! Towards Improving AI Agent Efficiency with Augmented MCP Tool Descriptions

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.056393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8feba48-1740-43e6-9129-b526ffe7b9de · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.129845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55a57d36-bd32-4e30-bab6-4b619ddab470 · outbound

This paper cites Agentic Software Engineering: Foundational Pillars and a Research Roadmap.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Agentic Software Engineering: Foundational Pillars and a Research Roadmap

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.234279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 230d625c-fe80-4c94-9a2f-2b656f7ed6dd · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.292652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1909bbde-cb54-4059-9b85-698296fecd48 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.349078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4d1a045-8d62-41da-bd94-62638733875d · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.429380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6379795-382d-4f43-ad12-c28cd87ee737 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.476060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f9fa9c2-1df7-429f-9374-6f7fcbf6f66a · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.556659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14bb2ed2-52f5-4be7-b6ac-a39aec173b05 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.612642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b9cfa4a-7e2f-4f55-b950-d0bb4f2a825c · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.665988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f50804d1-6ab1-4b17-a5d9-e0e86567d1fc · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.716092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2019797-fde0-4f14-95aa-2defdc9bdefa · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.772524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39138cc4-efd6-4945-aa9f-f77131eb42f3 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.849359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31da03db-af2b-4503-856d-4e92777b3982 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.909528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deae658a-e7fc-46bb-9ecb-d3819b8d0e9f · outbound

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

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:19.989468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36319045-0ac1-4578-9879-2cca52d0556d · outbound

This paper cites Large Language Model-Based Agents for Software Engineering: A Survey.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Large Language Model-Based Agents for Software Engineering: A Survey

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.046987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1678a6c-1493-4213-a001-2226a768421d · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.102876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3be3b703-7ac1-4650-99f3-07118a127f59 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.183859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 651b9e0a-0329-4821-8f09-35bb1b0a15b2 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.250039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34ef974f-05fe-4985-99e8-2715e6e63e4e · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.347618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bf59330-344d-4710-a192-6bacc52ea7c1 · outbound

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

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Beyond Accuracy: Behavioral Dynamics of Agentic Multi-Hunk Repair

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.404737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fd65fc1-dde6-4b3a-82df-afdedda0ede1 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.482949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6091e353-da64-4394-a2ec-720d1f4f48a6 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.543235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1119e85-e670-45db-b643-398fa5b742a8 · outbound

This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.623424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7405c9f0-bbb4-4c74-8090-c8c99fc2f3c1 · outbound

This paper cites Inside the Scaffold: A Source-Code Taxonomy of Coding Agent Architectures.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Inside the Scaffold: A Source-Code Taxonomy of Coding Agent Architectures

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.723857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d71958e-0d6e-402a-821b-6d772851a599 · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.728114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05506c70-6695-4474-8b59-11bf15a6b899 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.732365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89db4768-54dc-4a33-b28c-c2cd7026b6dc · outbound

This paper cites Don’t Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Don’t Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.736618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e2452cf-428e-46ea-a03d-37b15cbbc469 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.741251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abe99dc3-1efe-4a85-97f7-51bb9a2429a2 · outbound

This paper cites Cognitive Architectures for Language Agents.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Cognitive Architectures for Language Agents

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.745516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9de6bf58-4d5f-4e0f-a8b7-9a65e5b43ab1 · outbound

This paper cites Self-Adaptive Gamma Context-Aware SSM-based Model for Metal Defect Detection.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Self-Adaptive Gamma Context-Aware SSM-based Model for Metal Defect Detection

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.749571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2466cd22-db97-4c87-8f0b-c181ec5b8647 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.753553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbcfb78c-44d5-49a4-9a3f-f2983a4dd386 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.757430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e69e2b3-7835-4149-9aff-9ea0bd0f5e21 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.761211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1894c8c-7fbc-4bdb-8983-bfa8d75313ed · outbound

This paper cites OpenHands: An Open Platform for AI Software Developers as Generalist Agents.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality OpenHands: An Open Platform for AI Software Developers as Generalist Agents

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.764956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2efe4f2e-5fba-4391-b053-0de74bf57ecd · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.769249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6766c19f-f23e-46a0-9cb0-68c1da7fa3ea · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.773035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd0e171-4843-4c77-8177-b393292bc8da · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.776694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd14359-a1f1-449e-b52b-6ff41441a556 · outbound

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

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Agentless: Demystifying LLM-based Software Engineering Agents

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.780416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf5f5b44-8b74-4e72-ad00-32f59456c430 · outbound

This paper cites Qwen3 Technical Report.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Qwen3 Technical Report

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.784261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43ebca47-59ee-494e-941a-82ab6e5af75a · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.788228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d5abc5e-bc4b-42b3-b396-ae10011b8672 · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.791906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 477e528c-c0ed-4620-af96-b5eef20eb826 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.796123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d318450e-3e48-49c0-a660-0375702c5c75 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.800635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78068652-9dce-4cda-ae15-9d86bdf18a40 · outbound

This paper cites AutoCodeRover: Autonomous Program Improvement.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality AutoCodeRover: Autonomous Program Improvement

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.804871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3feb5283-4236-4320-88ca-c64f8225d6c6 · outbound

This paper cites SpecBench: Measuring Reward Hacking in Long-Horizon Coding Agents.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality SpecBench: Measuring Reward Hacking in Long-Horizon Coding Agents

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.809436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d6848e8-1a30-486b-a2cc-8b460d04e931 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.814289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26f91fcb-7b3e-4af5-90a8-5c2dae428ff0 · outbound

This paper cites This component realizes the ReAct reasoning cycle [58].

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality This component realizes the ReAct reasoning cycle [58]

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.818517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d89c733-2dae-4e98-87a2-0d3b210a1dd8 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.822992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43e7ded3-661c-4d0b-a6cb-d03704460935 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.826924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68a57d5d-1691-44f6-8874-99bc41dcbb0c · outbound

This paper cites curated” and “comprehensive.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality curated” and “comprehensive

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.830960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5accd61f-e35e-4696-846a-055994f90b7a · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.835119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d9fca78-b516-47b6-9991-155d67271b67 · outbound

This paper cites This component shows the widest implementation variation across agent harnesses.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality This component shows the widest implementation variation across agent harnesses

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.839740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5399bdd5-5a62-406b-bea0-58612d462165 · outbound

This paper cites an unresolved cited work.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.843855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5979af5a-c49e-4d2f-8cae-ebee0737e363 · outbound

This paper cites curated” history of valid conversation turns and a “comprehensive.

Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality curated” history of valid conversation turns and a “comprehensive

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:20.847873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5eeb35db-9025-4705-93cf-9d4279865dcc · inbound

Tycho: Active Abstraction with Programmatic World Models for ARC-AGI-3 cites this paper.

Tycho: Active Abstraction with Programmatic World Models for ARC-AGI-3 Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality

Reference 123

Resolution: unresolved; no resolver link, observed 2026-07-31T12:16:36.341443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4540cd52-2b94-47f0-a864-e2e6b247c136 · inbound

HarnessCompass: Guiding Automatic Harness Evolution toward Generalizable and Effective Agent Harnesses cites this paper.

HarnessCompass: Guiding Automatic Harness Evolution toward Generalizable and Effective Agent Harnesses Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T18:21:28.868968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.