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Paper Citation Record · LEDGER

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent

As of 7 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 0 inbound Pith citation observations for arXiv:2608.00267.

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

pith.paper-citation-record.v1
2608.00267 v1

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:55:50.642826Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

73 of 73 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved70
  • parse uncertain3
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e0466577-ca1d-43ac-a890-793d04c2b9f7 · outbound

This paper cites an unresolved cited work.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Unresolved cited work

Reference 1

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parse uncertain
no resolver link, observed 2026-08-04T00:55:44.357848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:44.357848Z digest=sha256:11617f4f2f2b450c199a13876a5f40d721219ddf6ba4332ca49e538f21879a7a

Observation 44dbabff-5f80-42eb-b59c-61e0b3e82823 · outbound

This paper cites 2025 , howpublished =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2025 , howpublished =

Reference 2

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no resolver link, observed 2026-08-04T00:55:45.117907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:45.117907Z digest=sha256:7094eea8d4cec473a52a12d2f3cc6a5fd1dfe10f9cc7d61ca1ac6b4a753bd1a5

Observation 4e068b25-22ba-47f7-a2b0-bc8da8084f51 · outbound

This paper cites 2025 , howpublished =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2025 , howpublished =

Reference 3

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no resolver link, observed 2026-08-04T00:55:45.271307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:45.271307Z digest=sha256:4e6d2c2a0fd04b271b918f06d2cf75efa1a505605995032e8627343bc335c274

Observation 43bb92c7-86ba-4687-8eea-3a45f24c3fd3 · outbound

This paper cites 2026 , howpublished =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2026 , howpublished =

Reference 4

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unresolved
no resolver link, observed 2026-08-04T00:55:45.407232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:45.407232Z digest=sha256:cb277ccfacd69abb0626298f4e9e12ce7218ea7005536cec374b22aa93a99927

Observation d9b87305-8ef4-4576-9644-cc4d6411cb1f · outbound

This paper cites an unresolved cited work.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Unresolved cited work

Reference 5

Resolution
parse uncertain
no resolver link, observed 2026-08-04T00:55:45.526983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:45.526983Z digest=sha256:eb230e1a24eeb8e48a83e5d108a4b81a30d525eab55e06280234e63af1feb34e

Observation ebb52fc1-c11e-49e4-a1f1-36d538bd6e2f · outbound

This paper cites an unresolved cited work.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Unresolved cited work

Reference 6

Resolution
parse uncertain
no resolver link, observed 2026-08-04T00:55:45.680560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:45.680560Z digest=sha256:bec195a455d9ba887cf91b996953f54a03cd08904e0270030ba3025719bc8b9d

Observation 9d108de4-2808-451b-b21f-e067dd695591 · outbound

This paper cites 2025 , howpublished =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2025 , howpublished =

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:45.837736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:45.837736Z digest=sha256:8403a6e309014290b1e3ea178d062d6496631280803303c4b1f5db1335ee2451

Observation 5e05f718-bb8d-47aa-85d8-5e7f414064f0 · outbound

This paper cites 2026 , howpublished =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2026 , howpublished =

Reference 8

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unresolved
no resolver link, observed 2026-08-04T00:55:45.952477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:45.952477Z digest=sha256:b5ffb4106aa2b593ddcea06e501fbe66ba17d1f405afffe010c9acf6022f361c

Observation 1ef6670d-6c97-4296-a591-0e54680b9039 · outbound

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

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

Reference 10

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unresolved
no resolver link, observed 2026-08-04T00:55:46.271589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:46.271589Z digest=sha256:2045255f2e60d39ccd98db8cb4d98626c27cdcac5ca06f45eef852748984056f

Observation f4605d47-9cd8-480f-9cc4-c8952400f1ea · outbound

This paper cites SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 11

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unresolved
no resolver link, observed 2026-08-04T00:55:46.348120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:46.348120Z digest=sha256:d17567757f11f45e112270023632e56fba10613128aa84e1eedd990e5330e090

Observation 8e82d307-5904-4ec8-80b0-5561769724bc · outbound

This paper cites OmniCode: A Benchmark for Evaluating Software Engineering Agents.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent OmniCode: A Benchmark for Evaluating Software Engineering Agents

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:46.432239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:46.432239Z digest=sha256:897eeb0513fe5b9e0db630029428b6bf52fa45f8c163c3f0fc88af686d2a3686

Observation 1631efe0-0f40-40f1-a54f-97f56b4ce7fd · outbound

This paper cites an unresolved cited work.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:46.505860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:46.505860Z digest=sha256:0c82fcbeddb0ea3c04225aeef1d2b9201a9d98dfef440f77c59565cf05a5f622

Observation a5b6ef49-7c87-46f2-8369-5e3d2fe41929 · outbound

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

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:46.562577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:46.562577Z digest=sha256:0ecd4985acc4aa66bc0276ef4af3b294676484b228c96dce42e9ea5e74fa643f

Observation 87664a74-9708-45fa-8451-4e797bf6d067 · outbound

This paper cites RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:46.635284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:46.635284Z digest=sha256:a999da24a93fb50a24f89f71048e2e376e3b552d75820128833144afb765508e

Observation d6c2715d-3dea-429c-ad82-9725b615eb62 · outbound

This paper cites SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:46.702777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:46.702777Z digest=sha256:03d94c224cf1cbca9ff9b0a71f36b72aac4e4b1e893c41befbd0f56deef0def8

Observation 09659881-8715-4181-baa1-8484bf081413 · outbound

This paper cites an unresolved cited work.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Unresolved cited work

Reference 17

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unresolved
no resolver link, observed 2026-08-04T00:55:46.774546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:46.774546Z digest=sha256:919412bf120d0d644009c23600f3b905eae33b26aa7db65e2de2bb6e2304000c

Observation fa4e5386-747a-4f54-9f41-a4eb9cb83014 · outbound

This paper cites BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing?.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing?

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:46.870533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:46.870533Z digest=sha256:1d6efc4270e8424f284c590a154cca407adff1df0fac937e5226746e4627a784

Observation 16c762b3-5ad2-47c1-9f4f-f3bd049aa141 · outbound

This paper cites arXiv preprint arXiv:2502.13069 , year=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent arXiv preprint arXiv:2502.13069 , year=

Reference 19

Resolution
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no resolver link, observed 2026-08-04T00:55:46.956970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:46.956970Z digest=sha256:b1d552fa3605a46837c582fff30b45f4b077684dc82b8856edd571bed3adeef0

Observation 80d8a1d7-3fb8-4f83-bbed-1e4702775e5f · outbound

This paper cites Measuring AI Ability to Complete Long Software Tasks.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Measuring AI Ability to Complete Long Software Tasks

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:47.030090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:47.030090Z digest=sha256:921e236adb9733972b4720cd4c15c3287d96ea46ea60764e48cf45c19983e565

Observation 31c36724-dd79-4e4e-8735-cdd8ccdc709d · outbound

This paper cites CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:47.124869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:47.124869Z digest=sha256:bb8241815ce040699dbf9246567e5d85da39ab3cad6c816eda25753f17bd277a

Observation f29a4be1-1c3a-44b2-a1c7-7dc5c1037f64 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Advances in Neural Information Processing Systems , volume=

Reference 22

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unresolved
no resolver link, observed 2026-08-04T00:55:47.228918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:47.228918Z digest=sha256:177a97e1e70f82c882d2ccdb7a89ff10b71f8226adedb0f1dd8b776ae7519320

Observation 67361e1c-90cf-470e-93c4-658b610b7eb4 · outbound

This paper cites Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces

Reference 23

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unresolved
no resolver link, observed 2026-08-04T00:55:47.320384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:47.320384Z digest=sha256:e2bc4120f32badfc64eff14dd2b86daa7b957a093b349d59e3ab4c9546f6e155

Observation 0745d2a2-106d-4d82-a1f2-aba46b95c037 · outbound

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

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent OpenHands: An Open Platform for AI Software Developers as Generalist Agents

Reference 24

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no resolver link, observed 2026-08-04T00:55:47.393683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:47.393683Z digest=sha256:4930223df6ddd37330139de9515f186a980c8f58146cc12f9ff305cc93d18945

Observation f7c7215f-3b39-4d44-9496-cffa41ba1e1c · outbound

This paper cites Evaluating Large Language Models Trained on Code.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Evaluating Large Language Models Trained on Code

Reference 25

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no resolver link, observed 2026-08-04T00:55:47.467136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:47.467136Z digest=sha256:30da062a11723d7cc86901873339c5d6f12f75fcea6ce98d58803c188dba4d7d

Observation 78d32eb0-1568-4058-bbe5-24f2e68a302f · outbound

This paper cites Measuring Coding Challenge Competence With APPS.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Measuring Coding Challenge Competence With APPS

Reference 26

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no resolver link, observed 2026-08-04T00:55:47.549795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:47.549795Z digest=sha256:61848928ab9175e16280e4dfc01c3eaac413174e753150201f5049b9c08a6df7

Observation 18622562-fb0e-4c78-8b3a-61adf4220749 · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:47.647472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:47.647472Z digest=sha256:f951f96cfedbf6a1f86973f66f3de7335e6ba5b68b7441d548f91aa087faa182

Observation 60878c25-1fb9-4cbd-be8c-7c413429283c · outbound

This paper cites Advances in neural information processing systems , volume=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Advances in neural information processing systems , volume=

Reference 28

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unresolved
no resolver link, observed 2026-08-04T00:55:47.727353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:47.727353Z digest=sha256:4fbaf04ab6948c3d7ac73bc97084cb7e1132c8c438c034f3f28ae365888a0665

Observation 4d4bd093-abfb-417c-b1e1-4a39f4a14c6b · outbound

This paper cites Advances in neural information processing systems , volume=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Advances in neural information processing systems , volume=

Reference 29

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unresolved
no resolver link, observed 2026-08-04T00:55:47.773764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:47.773764Z digest=sha256:9b79cd589de510f2c92da1f07dec62ed322d71d42f2fccd5dfe46cdb4f81c7ba

Observation ca6b0437-eed2-43fd-9fd1-898002773379 · outbound

This paper cites Advances in neural information processing systems , volume=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Advances in neural information processing systems , volume=

Reference 30

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unresolved
no resolver link, observed 2026-08-04T00:55:47.833582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:47.833582Z digest=sha256:d42403e6a7260a5f0286fcb51e4ce2e874dd65841361bcc0a30d0a79f7185eda

Observation 0b3b34c6-5fbc-49e8-99df-0f15c2deabff · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , volume=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Proceedings of the AAAI conference on artificial intelligence , volume=

Reference 31

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no resolver link, observed 2026-08-04T00:55:47.890662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:47.890662Z digest=sha256:7f171e47aaca8d1a0cbd75fd0fe207bc7a403bc637d43d1079209126365ceca5

Observation 417f2852-0788-4dd1-b974-6b966a91963f · outbound

This paper cites The twelfth international conference on learning representations , year=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent The twelfth international conference on learning representations , year=

Reference 32

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no resolver link, observed 2026-08-04T00:55:47.991244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:47.991244Z digest=sha256:ff37a7503283a06e80683e09684056ec0505daeed0cb2e39fe59c63f4c7cfe6e

Observation a423a9d1-c453-43bd-8a68-436d7f83a11e · outbound

This paper cites First conference on language modeling , year=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent First conference on language modeling , year=

Reference 33

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no resolver link, observed 2026-08-04T00:55:48.052349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:48.052349Z digest=sha256:7db935d69bb94553d7bb9a388b1e68bc106844ed41f78cc9d85a8e8374742265

Observation cbc2f8f0-d7d7-4f63-84eb-bcc367d533af · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 34

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no resolver link, observed 2026-08-04T00:55:48.100246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:48.100246Z digest=sha256:1ccf45655bd09fc1a445178665841d5c915a31ce99dbcbf22db9941b270eb5a8

Observation 866952d4-bd7f-4c0d-abb6-bbf9b9e855de · outbound

This paper cites , author=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent , author=

Reference 35

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no resolver link, observed 2026-08-04T00:55:48.190603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:48.190603Z digest=sha256:52e4367b4b2a1594e3034dc79dcd15ffe2b4ff1bda7606e4f2afe1990d4f0a09

Observation 1d6a3c2d-ea8a-4eed-8871-45486bfd7d0f · outbound

This paper cites Establishing Best Practices for Building Rigorous Agentic Benchmarks.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Establishing Best Practices for Building Rigorous Agentic Benchmarks

Reference 36

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no resolver link, observed 2026-08-04T00:55:48.271679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:48.271679Z digest=sha256:504a674a245561d95d8f384517a5e8a1746aed89b2b61c0e77981eef03ef88a2

Observation 7c9a45e6-0519-4489-8376-94e162e20166 · outbound

This paper cites arXiv preprint arXiv:2602.10975 , year=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent arXiv preprint arXiv:2602.10975 , year=

Reference 37

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no resolver link, observed 2026-08-04T00:55:48.343547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:48.343547Z digest=sha256:e5bed9ae1f31a7795cd4035a486c62dd358af18c36771d44ba15f6cbfc437a88

Observation f61fe006-8778-456c-8c7c-fcfbae3e9775 · outbound

This paper cites arXiv preprint arXiv:2509.22237 , year=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent arXiv preprint arXiv:2509.22237 , year=

Reference 38

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no resolver link, observed 2026-08-04T00:55:48.458100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:48.458100Z digest=sha256:387efd93661d4692dfc79e800410e2d770478e496e782669b8b622024a18643f

Observation f32cf275-b76d-4d14-80f6-1eefe03438c1 · outbound

This paper cites SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios

Reference 39

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no resolver link, observed 2026-08-04T00:55:48.553088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:48.553088Z digest=sha256:843ac717f33ad4a20ec139e13fb963c40a9849d12cb635c76b24c9126c51eacf

Observation 4de9953b-1972-44d3-aac6-e6be4e23c3a5 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:48.615210Z digest=sha256:aaf75ac6c92912ba3de668155f2ff3e28331dda17efe42a96c534eb6a6a138e4

Observation 21ec0328-35b2-4179-89e4-717eaf1b2fa0 · outbound

This paper cites 2024 , note =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2024 , note =

Reference 41

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no resolver link, observed 2026-08-04T00:55:48.695361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:48.695361Z digest=sha256:2b7e404ceb974b4654ca8de2f27ed15c7a7b1548bbee354bc92b48a38ed6b9ce

Observation 411a3ea4-77a6-4bf1-b824-ddf17da0f727 · outbound

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

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 42

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no resolver link, observed 2026-08-04T00:55:48.758691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:48.758691Z digest=sha256:71d37a4b9a51e222fdde2da2065ea24b84ce0e462aef4c5c706679d82ece7af1

Observation a5ca1ed7-72fd-4e7f-a916-88623fe6d8a4 · outbound

This paper cites AutoCodeRover: Autonomous Program Improvement.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent AutoCodeRover: Autonomous Program Improvement

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:48.834281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:48.834281Z digest=sha256:c5519816e34f96f71fb3118e3d6dbd0de63dd633a46a152101836cbe62246c60

Observation 49d3d4b9-ef39-4540-ac1d-2129ea8a3814 · outbound

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

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Agentless: Demystifying LLM-based Software Engineering Agents

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:48.900468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:48.900468Z digest=sha256:bdbd2a2039f81987a4d862163798c30654e6f35b1c00469a0c43d2b05910b734

Observation 2d8619fe-6c45-42a6-a254-80c822f5371b · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning , series =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Proceedings of the 42nd International Conference on Machine Learning , series =

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:48.955371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:48.955371Z digest=sha256:8ba6b548a1de6d204d44be7c94d3e4d6ec7c8c8e196dbdf54550d82c14be89fb

Observation 4d02fc3f-4eec-420f-b3fd-bf9423cda383 · outbound

This paper cites ICML 2025 Workshop / OpenReview version , year =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent ICML 2025 Workshop / OpenReview version , year =

Reference 46

Resolution
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no resolver link, observed 2026-08-04T00:55:49.037880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:49.037880Z digest=sha256:f576467df641d1cf9361a4a38de6401d2c4871601fa6e17181432e6281066b18

Observation 4eaa4fe8-0dc4-4d2b-8281-30d8ef07a9ab · outbound

This paper cites Training Software Engineering Agents and Verifiers with SWE-Gym.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Training Software Engineering Agents and Verifiers with SWE-Gym

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:49.096456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:49.096456Z digest=sha256:01a9198dd8dc478c96307949e6672a5e44fa7967bc99e1e02f6c9e6b01bdbe0f

Observation f1f69aa1-bfc8-477a-b9ee-c7a6a59e6d22 · outbound

This paper cites arXiv preprint arXiv:2602.14337 , year =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent arXiv preprint arXiv:2602.14337 , year =

Reference 48

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no resolver link, observed 2026-08-04T00:55:49.176989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:49.176989Z digest=sha256:71f40ed83d67c6ef4740d20c7b7ed6efc6449563ce50495e52a843885a7472d6

Observation faca493e-1c7e-4ae4-ad18-4a23c59c8b0e · outbound

This paper cites arXiv preprint arXiv:2512.12730 , year =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent arXiv preprint arXiv:2512.12730 , year =

Reference 49

Resolution
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no resolver link, observed 2026-08-04T00:55:49.217621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:49.217621Z digest=sha256:f334f5c46bdfa297d128c119a12f6bb7addee5e082e03613fc7a3cfe56535aab

Observation 3e0c8f90-ccf1-41b2-bf14-a60879b4a80d · outbound

This paper cites 2025 , note =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2025 , note =

Reference 50

Resolution
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no resolver link, observed 2026-08-04T00:55:49.302064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:49.302064Z digest=sha256:6925f5318f8416f5a55e891491868bc351efc16a8089eef02a9ac283b7c8f798

Observation cb60a858-4df1-42df-9bde-a75b5b4ee6a0 · outbound

This paper cites 2025 , note =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2025 , note =

Reference 51

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unresolved
no resolver link, observed 2026-08-04T00:55:49.356215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:49.356215Z digest=sha256:e263dc485845a0096211a8988dc9416615a2ac7370640e3738b7406e5590ea46

Observation 322e80c3-de1f-4374-82fb-ac6b2e33182f · outbound

This paper cites 2026 , note =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2026 , note =

Reference 52

Resolution
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no resolver link, observed 2026-08-04T00:55:49.420684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:49.420684Z digest=sha256:c93f11730c2751669392e49a7fbee107567e63f5f7844a6ff2043e17eadb701d

Observation b9d669ee-35c3-4e3c-b9ff-4dfe40370b03 · outbound

This paper cites 2026 , note =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2026 , note =

Reference 53

Resolution
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no resolver link, observed 2026-08-04T00:55:49.525657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:49.525657Z digest=sha256:8f1c11472bd448319aaff3363238b595d5a2fbe6fbb876938c666f74a5a52d08

Observation bd8eb408-83ca-4f52-8f69-a7e378635733 · outbound

This paper cites 2026 , note =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2026 , note =

Reference 54

Resolution
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no resolver link, observed 2026-08-04T00:55:49.575705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:49.575705Z digest=sha256:c7151b7c61f75e461dab1495f1f0211b0e347b8675adf68ad7ab69acb7a1d495

Observation edbae2f3-7d43-4c60-8e9c-72c1bb2427da · outbound

This paper cites an unresolved cited work.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Unresolved cited work

Reference 55

Resolution
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no resolver link, observed 2026-08-04T00:55:49.643412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:49.643412Z digest=sha256:cf451eeedd9dd6b717839fb4a53a888214365d0e60092e606e666a7fffc3c7db

Observation 41179b54-486b-4671-97ce-1af3bda26418 · outbound

This paper cites Proceedings of the 12th International Workshop on Principles of Software Evolution and the 7th Annual ERCIM Workshop on Software Evolution , pages=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Proceedings of the 12th International Workshop on Principles of Software Evolution and the 7th Annual ERCIM Workshop on Software Evolution , pages=

Reference 56

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no resolver link, observed 2026-08-04T00:55:49.686283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:49.686283Z digest=sha256:1e4a6f1050107686a44df545dbc73a7a4c94d0fd0e0cc7fe61f356d9914afb86

Observation 0b681190-9a9e-4f6c-a68a-4585a5020b65 · outbound

This paper cites , booktitle=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent , booktitle=

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-04T00:55:49.784182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:49.784182Z digest=sha256:cc0fd07f9224bd8abedec2936d152d17a178ccc9fd0fb81d3972452eb3fff581

Observation a702d351-30ab-4f77-b584-438cc63e6ff1 · outbound

This paper cites A Framework for Evaluating the Results of the.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent A Framework for Evaluating the Results of the

Reference 58

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no resolver link, observed 2026-08-04T00:55:49.875305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:49.875305Z digest=sha256:7395a5a931a97144f5d67e75b7fdd9cc4e9cf7ddf8cb8af676a02b4522c9ab66

Observation 7fde7e86-e6f4-40f3-bc4d-2866e8192844 · outbound

This paper cites Journal of Systems and Software , volume=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Journal of Systems and Software , volume=

Reference 59

Resolution
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no resolver link, observed 2026-08-04T00:55:49.964550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:49.964550Z digest=sha256:eb269675f9a4638057d24547801d9e19be3c61f27ea30741c11fd526079c9bdb

Observation bba78ec4-5378-4a52-be65-53f55d09b3fe · outbound

This paper cites 2005 , publisher=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2005 , publisher=

Reference 60

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unresolved
no resolver link, observed 2026-08-04T00:55:50.010383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.010383Z digest=sha256:ba864b8dada08048c8827902644d07525240f2a640b1bf6ae04c2562259b3e77

Observation ffd10ff2-2a45-4c4c-9f71-24334d5145db · outbound

This paper cites 2024 , howpublished=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2024 , howpublished=

Reference 61

Resolution
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no resolver link, observed 2026-08-04T00:55:50.066028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.066028Z digest=sha256:76320c44e5f4065565db56174e6e7e16337761a544d6573df41f42f0dad0bcbc

Observation 3d57d201-84cc-4068-84ee-acd52068e9f9 · outbound

This paper cites 2025 , howpublished=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2025 , howpublished=

Reference 62

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no resolver link, observed 2026-08-04T00:55:50.130427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.130427Z digest=sha256:ff3c4982267bd56f9afe0ff06e7ed52c0be8774370f05593ebc9f7afcfe47895

Observation ec46d368-acd4-47fa-923e-7a04795d6702 · outbound

This paper cites an unresolved cited work.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Unresolved cited work

Reference 63

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no resolver link, observed 2026-08-04T00:55:50.204486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.204486Z digest=sha256:d4a7efe218ab1622fba676e102165a525e4681b7f7c9b776b9c2aabc5dcbec64

Observation 8f670b89-85a0-4582-9edb-19eeeda45074 · outbound

This paper cites and Wettig, Alexander and Lieret, Kilian and Yao, Shunyu and Narasimhan, Karthik and Press, Ofir , journal=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent and Wettig, Alexander and Lieret, Kilian and Yao, Shunyu and Narasimhan, Karthik and Press, Ofir , journal=

Reference 64

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no resolver link, observed 2026-08-04T00:55:50.235583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.235583Z digest=sha256:e179e67aefb0bf4b7de041de2d7dd86328da24ec42609c86ebc1039c5e6ea3b2

Observation a38e4244-e430-4916-bfc0-8e4d11ec7eeb · outbound

This paper cites 2026 , note =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2026 , note =

Reference 65

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no resolver link, observed 2026-08-04T00:55:50.288199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.288199Z digest=sha256:09427a6e0ba2cb9398710e0b5338ced35a29639691acdae72db897f4df6eb18a

Observation 65c41318-60af-4de8-b37d-02052a460c78 · outbound

This paper cites Building a.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Building a

Reference 66

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no resolver link, observed 2026-08-04T00:55:50.310691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.310691Z digest=sha256:873393e42f5b2b368199666e4c569c5f61ef788c6409615853bbcf3db61de56e

Observation 2805fd7a-164e-45e5-96f3-c5a697cfa973 · outbound

This paper cites 2025 , note =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2025 , note =

Reference 67

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no resolver link, observed 2026-08-04T00:55:50.362886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.362886Z digest=sha256:6e0af19c9250e58d7c4d9a761e1cbed2eb00335b41f58fd7fc00a1fc52b88af2

Observation e9d80c92-b80e-4239-af9a-fb428db5a4ff · outbound

This paper cites 2026 , note =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2026 , note =

Reference 68

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no resolver link, observed 2026-08-04T00:55:50.391096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.391096Z digest=sha256:0ec2f2c645b5814af16981d9a1803e9a042034874a7e82a8d0ce034545a12cbe

Observation 80fabe0b-402c-4da1-bf33-a54275160310 · outbound

This paper cites 2026 , note =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2026 , note =

Reference 69

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unresolved
no resolver link, observed 2026-08-04T00:55:50.445150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.445150Z digest=sha256:5c8d2ff8f67e1c38a85f83656d4597c72ef5c9828b2f3a5b9f240b645b689a69

Observation 74bee63a-d187-4f29-ac90-78091f00390a · outbound

This paper cites 2026 , note =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2026 , note =

Reference 70

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no resolver link, observed 2026-08-04T00:55:50.472275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.472275Z digest=sha256:3f45e29291333d1764bda022cbc96b21aa27fb167f1ffcc0ceb6f9f6d28612c6

Observation 1d65b142-1815-4d13-b475-52178a9e558e · outbound

This paper cites 2026 , note =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2026 , note =

Reference 71

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unresolved
no resolver link, observed 2026-08-04T00:55:50.524165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.524165Z digest=sha256:60470cc4632bf6065bc2d32da364e387839e8ba97cde119f85a316debcd138ab

Observation 30b2cd97-1da1-4cea-a618-e02ed5671158 · outbound

This paper cites 2026 , note =.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2026 , note =

Reference 72

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no resolver link, observed 2026-08-04T00:55:50.549229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.549229Z digest=sha256:142eb81adbf5fa6a1170b3bee71dcc311fa753beb11832426ec6d3732bad7234

Observation 0d5922fd-2eb9-4c5c-8f00-1c771928c423 · outbound

This paper cites an unresolved cited work.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent Unresolved cited work

Reference 73

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no resolver link, observed 2026-08-04T00:55:50.599574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.599574Z digest=sha256:6297b9cae4e899bf9912e325428b0ea9915d4a09728170efa0ad4e9d467d2301

Observation f40ccf76-56ac-40e2-9b17-520d812bb19a · outbound

This paper cites 2026 , eprint=.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent 2026 , eprint=

Reference 74

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no resolver link, observed 2026-08-04T00:55:50.642826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:55:50.642826Z digest=sha256:39903f578539770e5f92af20ecc1c39c78dd8ff1c8cae006c9d8c56767e4472c

Pith citing papers

No inbound Pith citation observations are available.