Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T21:48:03.143009Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 2 inbound Pith citation observations for arXiv:2508.07966.
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 2026-08-05T21:48:03.143009Z
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, observed 2026-05-15T14:12:14.160789Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-15T14:15:54.976769Z
82 of 82 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0cbb41c1-9256-4408-9311-38e9813425c8 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Overflow, Jun 2022
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a478b749-6415-4e83-8c03-854cf40e570a · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43087eec-6503-44ba-b7e9-ad3fcc9108da · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42cc3602-7114-4253-8510-697605ba6038 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Llms for knowledge graph construction and reasoning: Recent capabilities and future opportunities,
Reference 4
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 a21c3f1d-fd66-47ab-96f8-517e1068f86a · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Gpt engineer: Specify what you want, get code,
Reference 5
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 8a276dde-2e39-4483-8235-d2df1e9ac45d · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Devin: First ai software engineer,
Reference 6
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 63d22099-0302-4219-bfae-8f3071e09e07 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Productivity Assessment of Neural Code Completion
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec3ddf0b-b559-4604-8630-1b000e94b27b · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation A large-scale survey on the usability of ai programming assistants: Successes and challenges,
Reference 8
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 15887e04-a866-4c9d-b03e-f518c5243ce1 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Is your code generated by chatgpt really correct? rigorous evaluation of large language models for code generation,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 810b72b2-2528-43d3-973c-c6f0506f8c98 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Grounded Copilot: How Programmers Interact with Code-Generating Models
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 332d9c25-fc7e-446b-bae5-b41d0a1a5eec · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation How far are ai-powered programming assistants from meeting developers’ needs?
Reference 11
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 9a0267c3-6817-4119-8029-fde5ffef1e69 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Developer Experiences with a Contextualized AI Coding Assistant: Usability, Expectations, and Outcomes
Reference 12
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 871bb99f-95ec-416d-b2bf-75d6456f146b · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Codea11y: Making ai coding assistants useful for accessible web development,
Reference 13
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 e67caadd-099c-4f4f-abae-ee58c2b0de8b · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Evaluating the usability and functionality of intelligent source code completion assistants: A comprehensive review,
Reference 14
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 e3a1b34d-406f-4075-8288-892400de74bd · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Discovering the syntax and strategies of natural language programming with generative language models,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6609a4f-e7b6-4152-82ef-f9d5da29bd56 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Reading between the lines: Modeling user behavior and costs in ai-assisted programming,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 609e7ccc-45d4-4691-a3c5-fa0533251159 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Using ai-based coding assistants in practice: State of affairs, perceptions, and ways forward,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0865af6-e2c3-4b4d-9e85-8933ad799542 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Trust Dynamics in AI-Assisted Development: Definitions, Factors, and Implications ,
Reference 18
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 ff01024a-c2a4-4f2d-9ac4-bf330ea60402 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Taking flight with copilot: Early insights and opportunities of ai-powered pair-programming tools,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27799ef0-ff6b-4b05-ad2c-da7fc946b114 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation A Survey on Large Language Models for Code Generation
Reference 20
Source-reported events for the cited work
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Observation 0dbd4f48-c8ec-483c-b24e-5eca0bb841e3 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de71d29b-1ba1-4c2b-b0a0-a596e5abe606 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation STALL+: Boosting LLM-based Repository-level Code Completion with Static Analysis
Reference 22
Source-reported events for the cited work
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Observation 3955ac62-ee0b-4238-a0ef-1ca60dd1da69 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs
Reference 23
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 b1e3f713-ba00-4a12-ad56-ca5395bb517b · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation RepoFusion: Training Code Models to Understand Your Repository
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 035c9dc4-9682-4772-b150-dd5a595d1b68 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Supplementary Material,
Reference 25
Source-reported events for the cited work
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Observation 147b40e4-a6ea-4bea-9aca-dc29525df415 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Unfamiliar Finetuning Examples Control How Language Models Hallucinate
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69efe818-e5d4-4d36-aecf-7afbeeda2f92 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation An investigation of the restraints with respect to sample size commonly imposed on the use of the chi-square statistic,
Reference 27
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 b4cf932c-6e70-4fe2-bfb8-7d8cef0f3632 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Ethical aspects of chatgpt in software engineering research,
Reference 28
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 ef2c912f-3f01-439c-b25e-9ebf9572b89e · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Developer Perspectives on Licensing and Copyright Issues Arising from Generative AI for Software Development
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e0979e0-749a-453f-a0d6-ef573657902c · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 30
Source-reported events for the cited work
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Observation 4e6515f3-bce0-4a24-ba9f-51f8541cac0f · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 31
Source-reported events for the cited work
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Observation 48b1897b-66c8-4de8-9ff7-9f11b95739af · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 32
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 aa9b9a42-6631-48f2-bcc3-a4c76369f0e9 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 33
Source-reported events for the cited work
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Observation ebfe898f-d39b-4464-9af9-f84a0f3ed7f8 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 34
Source-reported events for the cited work
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Observation 3d9dabea-0858-4a16-b459-26ebefe19ca4 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 35
Source-reported events for the cited work
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Observation 666f6659-d6cc-4d41-abb7-a51ca80d6f0b · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 36
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 3ed6f498-0c66-4e72-b9cb-bc5988cbad84 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 37
Source-reported events for the cited work
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Observation 93922441-e94f-44f3-8852-151202d45251 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 38
Source-reported events for the cited work
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Observation f35e6dbf-8abb-4138-87c1-0de30c85a43f · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Next, Apr 2024
Reference 39
Source-reported events for the cited work
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Observation 4d3f9391-04c0-40bd-9914-a165ad708cdc · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 40
Source-reported events for the cited work
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Observation 42b1e224-66f6-4963-8652-324539e2a8a0 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 41
Source-reported events for the cited work
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Observation e537881c-7a30-490e-9ebb-6c8a0f3ee52c · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 42
Source-reported events for the cited work
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Observation 7563984e-d74c-42a5-b291-b95f02d49c5c · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 43
Source-reported events for the cited work
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Observation ba13f1a0-204d-494b-b1d4-4bf3400a8d11 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 44
Source-reported events for the cited work
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Observation a305ee8d-4ed8-40be-96ba-3c4f5099f643 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 45
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 50bfd5bc-9797-4aec-9767-62b3a9300036 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 46
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 b47fd08e-7cae-434e-b00b-77cba53d4b63 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 47
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 9fec89da-c5b5-4902-a5de-fcf5f5e3b35a · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 48
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 920f417e-66d5-44cf-82e3-3eac26f95030 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation [Online]
Reference 49
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 404a1f3e-c31a-4e62-956e-1b83bccfa833 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation On the Impacts of Contexts on Repository-Level Code Generation
Reference 50
Source-reported events for the cited work
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Observation 553ce13e-aa4d-41da-ba8b-0ffe24b1286c · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Large language model-aware in-context learning for code generation,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75634127-bcd3-4c51-aaef-e8589e4ed9cd · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Make your llm fully utilize the context,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c89dad6a-25d5-476e-bcd4-4445ee69602d · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Retrieval-Augmented Generation for Large Language Models: A Survey
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5a663b2-126a-450e-85e0-a746071774a2 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Self-planning code generation with large language models,
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbd5d8ac-a397-4ec5-b87a-1936bcd5f0b7 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation A plan-based intelligent assistant that supports the software development,
Reference 55
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 cbf84d34-8925-46e6-a729-3d51138fcdaf · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Planning agents,
Reference 56
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 a2f6fd1f-db78-41f8-a0be-a6c3c6821389 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Tree of thoughts: Deliberate problem solving with large language models,
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b21a89e-d22b-451b-baa0-d9bd9cb3b90d · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Generation probabilities are not enough: Improving error highlighting for ai code suggestions,
Reference 58
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 670c777b-354c-4c3c-8bb9-57b71d1eed43 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation The formai dataset: Generative ai in software security through the lens of formal verification,
Reference 59
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 3fc3e87b-23e0-43cc-8c66-2c8dbde3322b · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Can llms formally reason as abstract interpreters for program analysis?
Reference 60
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 ecd9918b-4a08-4235-ac08-c90475b78492 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation A Self-Improving Coding Agent
Reference 61
Source-reported events for the cited work
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Observation 8dc4231d-f604-4f96-8269-22855c942db2 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Towards Understanding Sycophancy in Language Models
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4cd5713-3187-4fdf-b6ca-ea6b0eedde56 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Vibe coding: programming through conversa- tion with artificial intelligence,
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d216126-4d84-4ae6-8995-0530b5f30799 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation The gotchas of ai coding and vibe coding. it’s all about support and maintenance,
Reference 64
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 8c03a460-b471-44b6-beb8-776c8793a33b · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Ensuring the maintainability and supportability of
Reference 65
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 787912dc-0dc1-4e33-a67e-312325b772df · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 661d1cff-b4e8-479c-878f-984e048441cd · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Just another copy and paste? comparing the security vulnerabilities of chatgpt generated code and stackoverflow answers,
Reference 67
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 98d32943-df4d-42e8-959a-b07883e7d3f0 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation An insight into the pull requests of github,
Reference 68
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 dcb3c1d9-0a03-45d6-b911-dc9b47b1a570 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Does code quality affect pull request acceptance? an empirical study,
Reference 69
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 433ba68c-dda7-4773-bc2c-e844048ed598 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Comparing and merging files with gnu diff and patch,
Reference 70
Source-reported events for the cited work
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Observation 9f16ca6a-4499-4146-8f8f-2e4fb7eae8fa · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Review and analysis of software development team communication research,
Reference 71
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 8ed9efde-165b-4d42-8d55-4ec130c34136 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation The effective- ness of pair programming: A meta-analysis,
Reference 72
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 c270c1ed-5e9b-4d49-a6b7-63034d743575 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Make your tools sparkle with trust: The picse framework for trust in software tools,
Reference 73
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 1f54dd5a-268a-4b3b-801e-cdab711ba8e6 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation ClarifyGPT: Empowering LLM-based Code Generation with Intention Clarification
Reference 74
Source-reported events for the cited work
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Observation 312393e7-ae5c-4ada-997e-f10070cdc9fb · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Understanding the hawthorne effect,
Reference 75
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 d8665b77-d521-48f1-bb00-b56a1b646149 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Think-aloud protocol,
Reference 76
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 01c417c2-f751-496b-b40a-49c9b6b9ae97 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Developers’ information seeking in question & answer websites through a gender lens,
Reference 77
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 cb1fbf58-12be-4a00-96f2-415fc64d41f0 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Supporting code comprehension via annotations: Right information at the right time and place,
Reference 78
Source-reported events for the cited work
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Observation 911de2a0-98cb-450f-a445-0eed132ce9c4 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation The patchworks code editor: toward faster navigation with less code arranging and fewer navigation mistakes,
Reference 79
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Observation 9e8ce79a-ebb1-44e6-97d8-dd97ba87b922 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation A Large-Scale Survey on the Usability of AI Programming Assistants: Successes and Challenges
Reference 2023
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Observation c3d41af2-ea7c-4bd3-95b1-1e818c876e56 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation How far are AI-powered programming assistants from meeting developers' needs?
Reference 2024
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Observation 96ab67d6-6f58-4aac-ad19-a82428cd18b9 · outbound
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation CodeA11y: Making AI Coding Assistants Useful for Accessible Web Development
Reference 2025
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Observation d7b97437-c5a6-4b8a-9f29-a548b5896f95 · inbound
Security Considerations for Multi-agent Systems Exploring the Challenges and Opportunities of AI-assisted Codebase Generation
Reference 70
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Observation 82ecae63-9da0-4935-b533-70ad4fa57280 · inbound
Towards More Empathic Programming Environments: An Experimental Empathic AI-Enhanced IDE Exploring the Challenges and Opportunities of AI-assisted Codebase Generation
Reference 10
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