Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T20:12:53.062214Z
Paper Citation Record · LEDGER
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints
As of 7 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2604.04580.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
54 of 54 outbound references displayed
- verified exact33
- verified fuzzy0
- unresolved21
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 3f21e111-2627-4d11-b974-e581fc5fbfc0 · outbound
This paper cites DARS: Dynamic Action Re-Sampling to Enhance Coding Agent Performance by Adaptive Tree Traversal.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints DARS: Dynamic Action Re-Sampling to Enhance Coding Agent Performance by Adaptive Tree Traversal
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.987671Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 87d27119-c084-4d2b-aaac-7fb49c3dcfa9 · outbound
This paper cites Otter: Generating Tests from Issues to Validate SWE Patches.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Otter: Generating Tests from Issues to Validate SWE Patches
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:48.020217Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 71314690-5c78-41d5-a9e4-b3286a26c2eb · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.992507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 380d0fb8-f926-4755-87e4-6c860fb98ab3 · outbound
This paper cites TDD-Bench Verified: Can LLMs Generate Tests for Issues Before They Get Resolved?.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints TDD-Bench Verified: Can LLMs Generate Tests for Issues Before They Get Resolved?
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.997803Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fe5d6c28-055c-4db5-b804-cbcd6b3b7b38 · outbound
This paper cites SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.977816Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3d17fabb-81f8-48a1-b6e3-01ca7df5697a · outbound
This paper cites Program Synthesis with Large Language Models.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Program Synthesis with Large Language Models
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-10T22:10:47.982849Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0962a7f6-68b1-4877-9350-f043184335d1 · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.346394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c8babd3b-4ef9-49e7-825f-2d67dd8079fd · outbound
This paper cites RepairAgent: An Autonomous, LLM-Based Agent for Program Repair.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints RepairAgent: An Autonomous, LLM-Based Agent for Program Repair
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T10:22:16.658570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 81214217-601b-45cd-9b34-b0b81d4c9ecf · outbound
This paper cites CodeR: Issue Resolving with Multi-Agent and Task Graphs.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints CodeR: Issue Resolving with Multi-Agent and Task Graphs
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:48.015077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 11e61b89-bb70-49ba-bfc1-7384decef534 · outbound
This paper cites Evaluating Large Language Models Trained on Code.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Evaluating Large Language Models Trained on Code
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-05-10T22:10:48.003235Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 50fdbf31-e3e2-4181-b79e-161e9e172d5a · outbound
This paper cites Air-bench: Automated heterogeneous information retrieval benchmark.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Air-bench: Automated heterogeneous information retrieval benchmark
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.895606Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9f7e8563-2deb-48a7-91cd-5653605487c2 · outbound
This paper cites Teaching Large Language Models to Self-Debug.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Teaching Large Language Models to Self-Debug
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T06:24:25.951261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c8601df7-1c10-423f-b20d-678acd9f1ae4 · outbound
This paper cites Revisit Self-Debugging with Self-Generated Tests for Code Generation.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Revisit Self-Debugging with Self-Generated Tests for Code Generation
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.919369Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 32f6e769-b38c-440f-b6da-1b3a30add34a · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.384520Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c15be5e5-28d5-40c1-aa0a-3b4cba82df80 · outbound
This paper cites Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.958748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 908e9428-b655-4623-8c28-412607e1e4ce · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.348513Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b38a1b66-17ac-4be1-844c-5a99239250b9 · outbound
This paper cites RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.874733Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2331e819-1ed8-4992-96b2-971938a677d5 · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.353174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3d3611ea-3d16-42ae-9e1a-5fedf849dbb6 · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.376576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fbf3cf70-968a-46d5-b884-937860eda0d7 · outbound
This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-05-10T22:10:47.929998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 111851cb-4cc0-42ef-96b4-2cab4c30ccb7 · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.361520Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ba033731-981f-442a-8cf8-f7fd07fcbf49 · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.870390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 698d75af-b928-4dbc-9a67-02915cc27073 · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.857326Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 045b669f-7962-4679-906e-5998b707e167 · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.389517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 359e1dd6-b2d1-4caf-be8a-da9906f14862 · outbound
This paper cites SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.912541Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 28ea6b43-8bb6-465a-a82e-8693609ee9b1 · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.381971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ee7cad7c-865c-4852-9597-7c0be31330ee · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.371175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1b086b80-6610-4e6d-8206-65679ad71031 · outbound
This paper cites DeepSeek-V3 Technical Report.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints DeepSeek-V3 Technical Report
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-05-10T22:10:47.945529Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d40e85e2-0cc4-4261-af4f-f55fe28d978b · outbound
This paper cites MarsCode Agent: AI-native Automated Bug Fixing.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints MarsCode Agent: AI-native Automated Bug Fixing
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.884884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8c38d5f5-e89d-4268-891e-fb997f4b128d · outbound
This paper cites Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.934424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 01fc7e5c-a0de-4f47-aa9f-d535d9a2848a · outbound
This paper cites Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.963822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 746cb0fd-7fec-492e-8c69-e2aeccbe5aab · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.357323Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 230ae19f-d3b1-48be-bd25-89d414b1c5bd · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.368433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6bae2530-dc20-4081-889a-025e3bd58c40 · outbound
This paper cites EXPEREPAIR: Dual-Memory Enhanced LLM-based Repository-Level Program Repair.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints EXPEREPAIR: Dual-Memory Enhanced LLM-based Repository-Level Program Repair
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T01:40:36.230505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4b8640b7-6020-462e-9d24-625aeb694c7d · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.366131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bdf1f329-3553-47e0-a3c3-5ddcac8aaba2 · outbound
This paper cites Issue2test: Generating reproducing test cases from issue reports,.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Issue2test: Generating reproducing test cases from issue reports,
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.954377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 21d7dd09-c702-4d2d-9609-8fdcfa7b061f · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.350443Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation aefdeffe-c8bd-4574-9bd0-f18c6dd68594 · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.373666Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a52148f0-f608-451c-b4c8-cd5ca7379190 · outbound
This paper cites Is Self-Repair a Silver Bullet for Code Generation?.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Is Self-Repair a Silver Bullet for Code Generation?
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.968969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d2e009ae-c03c-4f17-bcaf-3b1e3ae72819 · outbound
This paper cites RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.924774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ccdb9180-7309-4a09-b346-cdf31be624cb · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.393853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e933aeb-10b3-4f84-bab3-a7e34ddcb25b · outbound
This paper cites SpecRover: Code Intent Extraction via LLMs.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints SpecRover: Code Intent Extraction via LLMs
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.891610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bb4cf00a-1aa6-4e6f-8a3f-bc7dba326b3d · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.386771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dd25a726-97c7-4153-b474-06ae1a54c2c2 · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.391724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fb9673d4-47ce-4de0-9eca-29e90551f179 · outbound
This paper cites BugPilot: Complex Bug Generation for Efficient Learning of SWE Skills.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints BugPilot: Complex Bug Generation for Efficient Learning of SWE Skills
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.973401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 63d26e04-5efd-463c-805c-722042e7903a · outbound
This paper cites AEGIS: An Agent-based Framework for General Bug Reproduction from Issue Descriptions.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints AEGIS: An Agent-based Framework for General Bug Reproduction from Issue Descriptions
Reference 46
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.861556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 36e0cef0-6ac5-46bc-a6e2-ef91cc702519 · outbound
This paper cites OpenHands: An Open Platform for AI Software Developers as Generalist Agents.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints OpenHands: An Open Platform for AI Software Developers as Generalist Agents
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T07:08:06.116354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 09fb02dc-7eb1-461b-a44f-76cfed4d9d77 · outbound
This paper cites Are "Solved Issues" in SWE-bench Really Solved Correctly? An Empirical Study.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Are "Solved Issues" in SWE-bench Really Solved Correctly? An Empirical Study
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.901901Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1de65967-2815-492d-a29e-d7b99013e65a · outbound
This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Agentless: Demystifying LLM-based Software Engineering Agents
Reference 49
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:12:23.134333Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d9b1c0c-379c-4e8a-9fd3-2e5e9bab1f8a · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.363634Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 61444fc8-98cf-4d1f-9f01-308afb51139b · outbound
This paper cites arXiv preprint arXiv:2503.21710 , year=.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints arXiv preprint arXiv:2503.21710 , year=
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:10:47.950532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7465b8b6-51eb-4053-a253-db5465553985 · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.379576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 933bac33-996f-498a-bf2a-dc49d46c3f8c · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.359165Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 32a9ba4d-8e86-4e3d-a454-4f5fe13b4e43 · outbound
This paper cites an unresolved cited work.
Beyond Fixed Tests: Repository-Level Issue Resolution as Coevolution of Code and Behavioral Constraints Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T02:07:07.355228Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
No inbound Pith citation observations are available.