Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T23:23:58.676772Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2608.03222.
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 2026-08-05T23:23:58.676772Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ac9c63c3-4f69-465b-9554-164ef84a9857 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 05317256-cd29-4e76-b8ab-23b2356b7b10 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ff66c01f-838e-48a9-b962-498a55e4d665 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 767eb2be-8301-4f98-bf6c-69214c4c02e2 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf6793f5-f692-4bc2-aa76-bb6aec8cd031 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d640ff84-7fcc-4c17-9d5c-d91299c6757d · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9bd5e920-322b-41ee-9ad4-280f4db32403 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks A.; and Terry, M
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e34f1074-0062-42cf-b25a-d51ea6e47031 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Understanding Automated Program Repair Agents Through the Lens of Traceability: An Empirical Study
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec7525aa-577d-40ba-939e-3aba676a6a86 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Why Do Multi-Agent LLM Systems Fail?
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2ab415a-df46-4cfb-80d5-55e6aba00441 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 881de3b5-ecad-41ea-a74f-67fa675ee1a8 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ad82746-02c9-42e0-aef0-27e15dc92750 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Beyond Final Code: A Process-Oriented Error Analysis of Software Development Agents in Real-World GitHub Scenarios
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 923b3c73-0823-4e63-ba61-e9d22767dba6 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks J.; Jaffe, O.; Sherburn, D.; Starace, G.; Mays, E.; Dias, R.; Aljubeh, M.; Glaese, M.; Jimenez, C
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c277379a-3d36-4fbb-9a40-e303c2f42931 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72a94273-f451-45fa-881b-9d10a48fd2f2 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dff25d52-c80c-4282-8ca1-382c7b5c64a9 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks M.; He, P.; and Hassan, A
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52b82549-2c47-4128-a9c5-076eedbfabd7 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5797c672-d823-4719-96d6-506b35f673f1 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a57a6f8-2387-44d8-9e42-b25bfbc72576 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks EET: Experience-Driven Early Termination for Cost-Efficient Software Engineering Agents
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 834a2768-a54f-403d-a744-5738ba6deeda · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks SWE-TRACE: Optimizing Long-Horizon SWE Agents Through Rubric Process Reward Models and Heuristic Test-Time Scaling
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7394af93-25f4-4471-9e23-2e1d603638f8 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks LoRA: Low-Rank Adaptation of Large Language Models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1482a965-e0f2-42ec-bb5b-f31b873899cc · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 12edb0fc-3b61-45fc-bca5-001289978824 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks R2E-Gym: Procedural Environments and Hybrid Verifiers for Scaling Open-Weights SWE Agents
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c6dd2a3-d54e-4353-863d-ffd396e93c74 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks E.; Yang, J.; Wettig, A.; Yao, S.; Pei, K.; Press, O.; and Narasimhan, K
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 442ebe54-f0ea-4524-b4d7-6822d532613c · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Scaling Laws for Neural Language Models
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91184980-b09a-4ca7-a65e-6da0511b52b6 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Atropos: Improving Cost-Benefit Trade-off of LLM-based Agents under Self-Consistency with Early Termination and Model Hotswap
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8c8fda1c-b683-4a5a-974a-ea8a1ce552ee · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 791452d8-b6f1-4e4a-86af-6f71198afc18 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 57db8f35-9bd6-45ad-8691-5af8fd1b4e64 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec975add-8fd7-485a-a54e-4583ac4413c6 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks BAGEN: Are LLM Agents Budget-Aware?
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e49c48e0-96f4-4379-908a-969ab1511105 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 14d96b4e-e3db-4777-b817-25873523dde9 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation de642f09-63e8-4dde-b4e5-13842b11c6ce · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cba309d-7ca5-4015-b217-4a53b2bc865b · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5be5f56-29e3-4a1c-a2a0-8c74adb1c0cd · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4714eaf6-9325-4325-a1f9-424fdf575641 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Beyond Resolution Rates: Behavioral Drivers of Coding Agent Success and Failure
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a995b78-b4c2-48cf-a794-95670c3c8fa8 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks M.; Paltenghi, M.; and Chandra, S
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 532dbb4e-7754-461b-9291-bc86614f94ea · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 79231baf-beae-4fbf-b323-10afb680e3b1 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0c4604a0-bb01-4f33-a919-7b23ccf79c2b · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0a659d8-c52e-4579-b7b6-5789723a9268 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer Devices
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c59d8932-e931-43ed-a5f1-004cbd14935b · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8ae20f66-0d83-4c21-85c1-b3dc9cd42c9d · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fcae79b-e82f-4595-b5cd-e9c962a1ea59 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5545884a-6f60-475a-b746-0ec3510a8124 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 583d6e47-fd2a-4e4a-8d77-1fc428a8d0fb · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e90c4235-84ae-4a3a-af87-659f7219dee5 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 850b0695-543c-4039-9f30-9004b79ebbb8 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e344250-8090-4535-9101-0895ffb130ec · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd36da10-84f7-4e41-b931-1b949afe91af · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb18eccb-b438-47c4-8cc0-eb3129a3b35f · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks E.; Wettig, A.; Lieret, K.; Yao, S.; Narasimhan, K
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5919cfaa-0dfe-412a-aa3f-d5a54a82c216 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efca8bdf-a62a-4f21-860d-d0dab6adcc46 · outbound
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
No inbound Pith citation observations are available.