Paper Citation Record · LEDGER

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review

As of 14 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2608.09290.

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

pith.paper-citation-record.v1
2608.09290 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:20:34.167248Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

35 of 35 outbound references displayed

verified exact0
verified fuzzy0
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d268d601-82ef-42fc-8ab5-4ff24bf33cbe · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.015405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fb62219-460e-4b4f-9ecb-b98baa358ebe · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.020374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 026641c4-7c3e-418a-b842-1cac56b85b73 · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.028477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 962e3543-72d8-4c18-9a9a-8af41bc648be · outbound

This paper cites Zhang, Pinjia He, and Ahmed E.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Zhang, Pinjia He, and Ahmed E

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.032578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea8a1a09-73e7-45d7-93f9-782398618f55 · outbound

This paper cites RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.036567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ec7d132-a38b-4547-bee9-8b61d0ef8cb4 · outbound

This paper cites Prompting and Fine-tuning Large Language Models for Automated Code Review Comment Generation.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Prompting and Fine-tuning Large Language Models for Automated Code Review Comment Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.041164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6299473f-986d-4706-97de-aeddbb61eb5a · outbound

This paper cites Retrieval-Augmented Code Review Comment Generation.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Retrieval-Augmented Code Review Comment Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.045749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc6f414a-4743-4949-8586-760173e9d2b5 · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.051136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 584d83ed-91b7-4a44-9eb9-7b58a26a9f98 · outbound

This paper cites Automated Hypothesis Validation with Agentic Sequential Falsifications.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.059635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5de7492e-27c5-419f-a7af-9d411ac36cd9 · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.064483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37ae1f0a-754d-4111-b6b1-c9d098d77be7 · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.068498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da932bf6-7423-4705-88a6-f0781e62c9e2 · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.072952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2a0f417-cd72-4a7e-af8c-2f7d66ef6590 · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.077885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85d9d7d3-a8aa-4b87-ae0e-cd1eeeab880f · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.082162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c49dfd62-fc03-4516-8398-273c2e06d722 · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.086181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf62afc4-fbf8-44d5-ad10-8c528cf82cdd · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.090820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b5089a2-dc44-4211-8f54-8b6d2ff39c9f · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.095105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f51c8c89-5683-4410-8bcc-88d11403bf94 · outbound

This paper cites Rigby and Margaret-Anne Storey.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Rigby and Margaret-Anne Storey

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.099660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 910f2ea6-3537-4ca2-9e5c-ae732227a16f · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.104770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72d1cabb-e76c-40a8-910f-28f449eb42ec · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:20:34.570938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2ba972d7-29ca-401d-b07c-fe8ad4fb1467 · outbound

This paper cites Improving LLM-Based Go Code Review through Issue-List Generation and Context Augmentation.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Improving LLM-Based Go Code Review through Issue-List Generation and Context Augmentation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.115302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c2475d8-4c2d-429b-bb20-fe23421f7792 · outbound

This paper cites Bissyandé.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Bissyandé

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.119851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1f82af4-fe5a-44ba-981f-c70933b87a57 · outbound

This paper cites Efficient Agents: Building Effective Agents While Reducing Cost.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Efficient Agents: Building Effective Agents While Reducing Cost

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.123572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cae528b-4854-46f2-851b-fdaec5cea5f4 · outbound

This paper cites How Consistent Are LLM Agents? Measuring Behavioral Reproducibility in Multi-Step Tool-Calling Pipelines.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review How Consistent Are LLM Agents? Measuring Behavioral Reproducibility in Multi-Step Tool-Calling Pipelines

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.128103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f2654be-2858-4f9b-8f02-7e8e74a5cb3f · outbound

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

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.132896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6489c99-0464-4b2a-a230-49a6b00229fb · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.138006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d4abc40-5343-4b5b-aca9-314c28543f2a · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.142459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81a9e8ad-b04a-43e2-8403-badb125f95b9 · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.146369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67c13308-74a9-4104-8682-7f15b79b2ede · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.155476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52c0e63a-4091-4374-8394-d6e32fc48827 · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.159733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a01cb77-6f4d-45f9-bb88-cf01f814130b · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.163444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51865ee4-eeed-4961-a06f-9b19eb3a5d2c · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.167248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf28626c-ac34-4d5e-8761-54925dd69ff9 · outbound

This paper cites InProceedings of the 12th International Conference on Learning Representations (ICLR).

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review InProceedings of the 12th International Conference on Learning Representations (ICLR)

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.055376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a81bcf5-206b-430d-927a-dfca90a0d7a8 · outbound

This paper cites an unresolved cited work.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Unresolved cited work

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.151063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8180445-1622-4d00-9e37-390cb5ff7f35 · outbound

This paper cites InProceedings of the 23rd International Conference on Mining Software Repositories (MSR).

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review InProceedings of the 23rd International Conference on Mining Software Repositories (MSR)

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.024125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.