Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T02:28:07.557119Z
Paper Citation Record · LEDGER
As of 22 July 2026, this Paper Citation Record lists 48 of 48 outbound references and 3 inbound Pith citation observations for arXiv:2605.08366.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T02:28:07.557119Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-07-21T06:31:05.380196+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-14T10:46:01.272433Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-03T10:07:56.250102Z
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 56292bef-5e22-4252-8759-1c949d248a61 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Prbench: Large-scale expert rubrics for evaluating high-stakes professional reasoning.arXiv preprint arXiv:2511.11562
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 5f2a342d-6475-4317-996f-ca3bbe51e136 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Introducing claude opus 4.7, Apr
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 0efc71d9-0ca4-402b-a5bf-3238665eedfb · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution HealthBench: Evaluating Large Language Models Towards Improved Human Health
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 5b2e4bba-9e9a-4943-94d8-aba2c430a7df · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Program Synthesis with Large Language Models
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 657e46b9-e7bd-4d55-9e99-c268c428a404 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution SWE-chat: Coding Agent Interactions From Real Users in the Wild
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation d7527281-47b5-4fe4-8913-06b10116bfa6 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 225ea043-a6d5-42f1-bfb9-5015aa20eba9 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution CoReQA: Uncovering Potentials of Language Models in Code Repository Question Answering
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation f0ab15bc-3c25-47f8-9f93-3c8d8cf7c18d · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Evaluating Large Language Models Trained on Code
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 77150a33-e2b1-46f7-813a-1d98e59558ff · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 065095c6-4494-408f-a292-10d8b7d6d7af · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 9229fe0f-68cf-44af-b4c6-d7cc00c0e079 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 8e5939fc-e17f-4ff2-bb4f-b2d5b79de4b4 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Harbor: A framework for evaluating and optimizing agents and models in container environments, Jan
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 71dc3abe-adcf-4cc1-a4a3-cc67fd7dc67e · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation cfc4a9e8-f410-4eda-bd75-3b7a07cab414 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 9460b06a-2718-4a8d-824e-c7412ab0b561 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 6177bc3f-664d-4376-b469-c1fb360c23b2 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Mündler, M
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 7aa5ca77-9aa9-47bb-824d-6a09aeb831fc · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Why we no longer evaluate SWE-Bench Verified
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation a2678e27-ebae-4472-bdf5-e6652d8ab6f5 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution K., Krupke, D., Kidger, P., Sajed, T., Stellato, B., Park, J., et al
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 92790d34-d7db-44ce-a2e8-38fc623cbc87 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Agentic Rubrics as contextual verifiers for SWE agents
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation a6b33b32-257e-4c2a-ae51-7284741b7d9d · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Composer 2 technical report
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 6524ff53-25f6-435d-8ec4-faba32e96a70 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution ResearchRubrics : A benchmark of prompts and rubrics for evaluating deep research agents
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 99eaa7b0-5722-4396-a92a-02aa7ae6e15a · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation a0aa8002-d60c-40ae-9011-c9187eedcd5d · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution OpenHands: An Open Platform for AI Software Developers as Generalist Agents
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 868677a5-6baf-461b-94cf-600c9c894d93 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Agentless: Demystifying LLM-based Software Engineering Agents
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 3bbce655-39b2-4d0f-bf44-10e16ea77dd6 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation d5f3545f-7cfd-40a8-be40-10bc9b7f84d4 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 4524c26e-f802-4aa7-888b-6e408c19af54 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation d57a25cb-13d9-47dd-9799-c09bb5edde44 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 424ce682-22a5-4680-84fa-d24f658f4712 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation ad7999a4-8188-4392-9a93-1bbbb6639b6c · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 5603ec0a-7e0d-4c4d-ad87-c137a12439bd · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution I’m pulling exact line numbers from the scheduler, rule routine, fingerprint, and state-manager paths now
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 2f581a2f-f86e-4a36-9dec-c4a469b7b234 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Extracts the local buffer implementation from`pkg/gitparse/gitparse.go`into a shared package
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation ea5de3c0-e5cd-4fc8-8786-8fac368e8e3d · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Does NOT introduce a new dependency on`unsafe`Rust code in the refactored module
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 7c8f7b91-e36e-486b-b8b5-9303112b5271 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 55da77df-5f1b-4374-96e8-6fe9cffba4bf · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 06f4ecff-42a7-41be-88cb-3d11c603bff4 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 0010f06a-aaab-48e5-8166-1552acefbfff · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 8d0c72c3-aa41-465d-b77d-686ea5d53261 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution 1.1" importance: must have text: Reports how the scheduler decides what to work on next (e.g., ready set returned by processTick, rule selection per tick). - id
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation a45326ee-917c-45bd-ab46-e5078a76dd3f · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 8a6f86ff-e478-4c86-bb3b-3665e2bcf481 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution This differentiates it from PerVUIterations executor
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 078d593a-5c6a-4e73-9a60-ce29795cb5cf · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 2f7c61dd-8112-4575-93d5-d09383652dda · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 6ad7c681-b216-49c5-835b-92dc065d7335 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 2793618c-a654-4890-a72e-9593d80a9dec · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation b4de9f54-e8f6-4060-bd5b-62d038793f42 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation f54ff545-2500-4dc4-b4a4-b13de9e22288 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 8a2b29b4-9742-44e5-a3b9-807efa7e3159 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation fbedc63e-fe7c-4def-8252-a3b134cf7e89 · outbound
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution describe block > it/test name
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 2b35cf8f-dee0-48e7-917d-a9d5eee45189 · inbound
Rubric-Guided Self-Distillation: Post-Training Without Rubric Verifiers SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 294dfa43-2fb5-4597-919a-f216540ef309 · inbound
SWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding Sessions SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation b11d95bf-762f-4079-bb28-c455d6839b87 · inbound
When Does Restricting a Coding Agent to execute_code Help? A Regime $\times$ Agent-Design Ablation SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.