Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:12:36.110644Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 100 of 185 outbound references and 66 inbound Pith citation observations for arXiv:2507.09089.
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 2026-08-06T18:12:36.110644Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T15:50:24.134505Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
100 of 185 outbound references displayed
External citation measurements
6
pith, observed 2026-08-05T02:28:24.338817Z
Observation 51918634-3335-492d-b07a-0f0980907d59 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Artificial intelligence index report 2025, 2025
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Observation cc22e615-4aa4-4ef1-9c91-b54cbbe51400 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Measuring AI Ability to Complete Long Software Tasks
Reference 2
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Observation 203e8758-23fb-496e-bb2c-9753f4b9bdb4 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity RE-Bench: Evaluating frontier AI R&D capabilities of language model agents against human experts
Reference 3
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Observation c5ce7f60-8dab-4af6-9038-1154cd586454 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Mle-bench: Evaluating machine learning agents on machine learning engineering,
Reference 4
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Observation 9a188d19-652f-4c9b-b742-4134bdf3f45c · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Paperbench: Evaluating ai’s ability to replicate ai research,
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Observation b43dddd9-fb6d-42ab-b506-02f13e1b990b · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings
Reference 6
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Observation 67142ef4-7af1-4e38-b009-ac8717362e4a · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity PaperBench: Evaluating AI's Ability to Replicate AI Research
Reference 7
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Observation a6f48e28-44b2-4e47-9632-374e259c375c · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity GPQA: A Graduate-Level Google-Proof Q&A Benchmark
Reference 8
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Observation 4cdfd962-8cc1-4ab7-b7f4-8d22cae11e6c · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?
Reference 9
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Observation e45ff745-b041-499c-b9af-b9b087b61fc0 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity The impact of ai on developer productivity: Evidence from github copilot, 2023
Reference 10
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Observation 012abd8e-a70c-4533-b48a-ea5dd0e2f00a · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity HCAST: Human-Calibrated Autonomy Software Tasks
Reference 11
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Observation 710abb61-bb9d-4849-a739-c279248f78a3 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity How much does AI impact development speed? An enterprise-based randomized controlled trial
Reference 13
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Observation 7e96a017-6c11-4483-a986-8c418d94af6f · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Benchmarks for Automated Commonsense Reasoning: A Survey
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9decbab4-5b0e-495f-8d60-76d4263d1f0b · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Generative AI and labour productivity: a field experiment on coding , volume 1208
Reference 15
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Observation 40d374e1-bff1-47c2-a66a-be7da3a75972 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Lessons from the Trenches on Reproducible Evaluation of Language Models
Reference 16
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Observation f156ebb9-9041-450b-bd79-c73f2af5aa5c · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity The effects of generative ai on high-skilled work: Evidence from three field experiments with soft- ware developers, June 2025
Reference 17
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Observation e6aa7eeb-cb93-49b1-bcd8-289aad851ae8 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Significant pro- ductivity gains through programming with large language models
Reference 18
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Observation f2ed82bb-51ad-42c2-867e-d4ad648990e9 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity The impact of large language models on open-source innovation: Evidence from github copilot, 2025
Reference 19
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Observation 9a9aa7d1-98d0-471e-b048-dedd5fe4bba7 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Anthropic Claude 4 System Card
Reference 20
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Observation 03f671a2-dff4-4f76-8b9d-9f38c926747a · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Gans, and Avi Goldfarb
Reference 21
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Unavailable: canonical work link unavailable.
Observation 44c5769c-11b1-4eae-ae30-06e19b75906d · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity OpenAI o3 and o4-mini System Card
Reference 22
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Observation 8c252ca1-3ed1-4cff-9619-4a3eb8f22f27 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 23
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Observation bb5a7d10-5903-4449-ba65-449e36443e14 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Choi and Daniel Schwarcz
Reference 24
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Observation 925e9ceb-d5a1-4fd4-bf7d-43d7374f9e12 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Responsible scaling policy evaluations report – claude 3 opus
Reference 25
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Unavailable: canonical work link unavailable.
Observation a75b7d7b-af9c-4b97-84a2-1c1467ef723d · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Mouton, Caleb Lucas, and Ella Guest
Reference 26
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Observation b94e97d2-7b86-4131-b696-d73a42f18cee · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Generative ai at work*
Reference 27
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Observation ccf3f004-041c-4455-b88d-311d3a8f160c · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Experimental evidence on the productivity effects of gener- ative artificial intelligence
Reference 28
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Observation 7ef338f0-9260-45da-9fb1-6599f15f5a9d · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Could advanced ai accelerate the pace of ai progress? interviews with ai researchers, 2024
Reference 29
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Observation 9d11463f-a360-4f76-a3ad-da83efbf9c7e · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Explosive growth from AI automation: A review of the arguments
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 56ae2721-cf17-4c81-b8f6-9a0245e3eeca · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity GATE: An Integrated Assessment Model for AI Automation
Reference 31
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Observation 3456da5a-4697-4fe3-87cc-765d5e2de7b7 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity What a compute-centric framework says about takeoff speeds
Reference 32
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Observation 91515a6a-a504-4f54-a5bc-94edc83bc9bc · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity The Llama 3 Herd of Models
Reference 33
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Observation ffd67cd0-2e99-4c4d-aa77-33916c185b54 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Building an early warn- ing system for LLM-aided biological threat creation
Reference 34
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Observation 8f781154-4630-4d5d-bfca-e149aee1bd52 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity AI and the Economy , pages 161–191
Reference 35
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Observation b011290b-3c24-49b2-8e48-6eb6b274e8d7 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Forecasting the results of experiments: Piloting an elicitation strategy
Reference 36
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Observation 0496163b-c870-4158-b4a0-572e2419f596 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Strictly proper scoring rules, prediction, and es- timation
Reference 37
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Observation ce7ff90d-7368-4563-b4de-a09b950d002c · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity SWE-bench: Can language models resolve real-world github issues? In The Twelfth International Conference on Learning Representations , 2024
Reference 38
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Observation e0b2046d-aea9-40e9-aba4-6e72a0987be8 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity The simple macroeconomics of ai
Reference 39
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Observation 19982009-c2d6-4d84-ac5c-b518cbc01bfe · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity doi: 10.1093/epolic/eiae042
Reference 40
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Observation 4c083949-745c-4016-bc01-9916332a6317 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Economic policy for artificial intelligence
Reference 41
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Observation 7c740e22-3c31-4df4-a44a-f7471fb4922e · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity When should you adjust standard errors for clustering?*
Reference 42
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Observation e4dfdf21-4ab5-4b06-ba97-ae3929d52ea0 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Colin Cameron and Douglas L
Reference 43
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Observation d0c77d63-104f-4e7e-8e8d-843de04b83c5 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Bell and Daniel Mccaffrey
Reference 44
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Observation add10768-3b25-42fd-b978-adfdf178b4b2 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Prior Task Exposure
Reference 45
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Observation c2c05943-e624-4f89-9211-09eacb387983 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Lost in the Middle: How Language Models Use Long Contexts
Reference 46
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Observation d1298d0a-ed45-4de9-a8fb-ed273a0bdcaf · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Reference 47
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Observation b53787b6-8506-4eb1-b09e-b5779ee6f9ad · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 48
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Observation 36e995c7-804c-4924-9ca1-cafa24311193 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 55
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Observation cd3f1890-b9bd-48d5-94b4-b731a04a8f94 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 56
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Observation aca852d1-ea91-42cf-b23c-11768f297d05 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity a list of issues to fix, a list of features you intend to add, a general kanban board, etc)
Reference 57
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Observation 3cbab6f5-6b3b-4300-927c-f9db57c6e660 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 58
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Observation 85c18709-4a8f-488f-890a-60b238a86168 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 59
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Observation 9af2e606-63fb-4264-9d3a-e3c31fc3de7e · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Note that during this experiment you will be working on tasks you’d already want to work on in your open source repository
Reference 60
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Observation 0b3a3be6-2a4e-485b-bbb6-250113ed3581 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Wait, how does it work?
Reference 61
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Observation 55347b75-0642-4df7-a467-9ad5047f0217 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 62
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Observation 034a46ed-fa3e-4f47-9873-a8ad4c595e9c · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 63
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Observation 40ba1946-36f6-4707-a338-67002118f7ba · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 64
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Observation 63f25b92-94af-4f86-89b2-9675aa4bb94c · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity This experiment will only change the order of tasks that you do and what LLMs you can use (including potentially restricting you to no LLMs)
Reference 65
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Observation c285e93a-e4aa-489d-867b-dbf570ca7259 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity You can choose the date and time that works best for you (including weekends!)
Reference 66
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Observation dc123544-89c0-477c-aab7-1bc23cd06a81 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Why this work matters:
Reference 67
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Observation 622f80a8-d1c3-4118-9de9-67935be45564 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity We want to understand if or when it could reshape software engineering so we can predict and prepare for its effects
Reference 68
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Observation bcd4e51b-6313-4569-b0bc-11e1b1eb4167 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity scaffolding
Reference 69
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Observation c47438f4-3602-44f1-a99f-7325910677bb · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Please feel free to leave any comments on the document
Reference 70
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Observation 1709b35c-6de7-417b-b440-4964bae8ad6c · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity I don’t need to understand this, so feel free to keep it short
Reference 71
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Observation 9048796d-9741-4371-9bd5-3b528e2f3623 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 72
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Observation 96ff7524-a542-4d53-a95d-8ff6cdca8b04 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 73
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Observation 3053e861-27a1-488e-86f5-88d814737381 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 74
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Observation 1fed815c-1774-4bc3-8d65-c6fed70f10c3 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity If you can break them into ≤2 hour tasks, this would be ideal
Reference 75
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Observation cb62d85f-27ae-4d4a-86c7-f733ee7ea767 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Step 3: You send me issues, I bucket them Once your issue list is done, you can send it to me
Reference 76
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Observation fa7c979f-c0ae-44d6-a4fb-eaec3a27e578 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 77
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Observation fb19e4b3-44c7-4a3c-a943-cbc44f599f2c · outbound
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Reference 78
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Observation 260572f0-7b96-41c5-9853-154209b88b3f · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 79
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Observation 8488f67d-8430-446c-9637-db1b172e27c4 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 80
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Observation 9db31642-ff72-4dd9-a396-a85a0a051841 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 81
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Observation 5350fb8e-6d6f-4539-a2cb-badae81c8ca8 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 82
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Observation 457608c6-8f22-4ed6-b3fa-aa2aa89cdfe9 · outbound
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Reference 83
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Observation 113734f3-fe19-4334-b423-383f9502c1f2 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 84
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Observation 3784452a-0921-4257-b66d-c62d4a956071 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 85
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Observation 2362f8fb-9236-4a00-a05d-5e40b966c9ad · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity You’ll record the data described here as you implement these issues
Reference 86
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Observation e8607934-4819-4100-94d6-2d5a0de5cfa8 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Cursor implemented most of this code, with just a simple prompt from me
Reference 87
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Observation f7b3bb32-bec8-4652-84f5-845484076d75 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Cursor edited my package.json and I didn’t notice, which caused me to lose 30 minutes fixing dependencies
Reference 88
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Observation a322931b-e808-4af1-8855-c7dddc322f08 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Not being able to use AI was tough, as there was a lot of boilerplate could I could have easily auto-generated
Reference 89
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Observation 44d94365-f575-4a4f-9ec2-cb15e962de60 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 90
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Observation 137d57eb-f9bd-4ae7-983c-da548c6108c7 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 91
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Observation 452e6d34-4788-47c0-92e1-f625b9944cba · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 92
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Observation 8340f835-c1d9-440d-8e99-82e37b66a31b · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 93
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Observation f81a78ef-6423-407b-bd10-c21953e90bc3 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Post-Review Implementation Time How long did it take to get the PR ready to merge post-first review? Note that this also includes active time on your part
Reference 94
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Unavailable: canonical work link unavailable.
Observation 476ab789-bae7-4a1e-b139-dd7297a125ed · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 95
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a1ccd6b-e6d6-4ceb-941a-17306baa6827 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 96
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f0b9664-f639-45e6-9c66-91f3d2ab11cc · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity For example: making a simple text change to a webpage, refactoring code following a well-established pattern, copying an existing solution
Reference 97
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03a5455d-10ae-44ab-9efe-f7276da08989 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity For example: creating a new feature with a well-established design, writing unit tests for well-encapsulated functionality
Reference 98
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df1d7d33-452d-49a6-b255-cb911fed9c4e · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity For example: creating a new feature with some novel components, tracking down a reproducible logic bug
Reference 99
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6a022a1-98cc-44f7-bcd9-ce914db89732 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity For example: Refactoring legacy code with limited tests, implementing complex algorithms or data structures
Reference 100
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eef0e07e-3b72-4321-a635-7cdcea6b98a3 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity For example: re-architecting a major system redesign, debugging critical and complex production bugs with limited information
Reference 101
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b9f4145-828c-4695-9b97-d33bf96620cf · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 102
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2381d13-7f67-488c-9f5b-3795a31ea71c · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 103
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9dae545-37ba-40a7-8083-1d78da04b438 · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 104
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff0bdedf-c29a-471e-9b1b-8852a494770c · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 105
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fff9725-483d-4657-99b0-984e2d330c2b · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 106
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc9e7b74-0bc6-4520-8ca9-31129038639d · outbound
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Unresolved cited work
Reference 107
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b82d538-6ba7-4427-a2d0-f27bd5f3870a · inbound
Code with Me or for Me? How Increasing AI Automation Transforms Developer Workflows Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84bd6c4b-6e1d-4808-9c19-c569ee1109fc · inbound
Automation, AI, and the Intergenerational Transmission of Knowledge Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f99d41a-8448-417a-a403-b91f49581b32 · inbound
"Maybe We Need Some More Examples:" Individual and Team Drivers of Developer GenAI Tool Use Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7e80a1d-6cd3-44fd-9434-719e4847ed6d · inbound
What You See Is What It Does: A Structural Pattern for Legible Software Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64a4f637-ff7a-4d0d-b3a3-8827d64afc92 · inbound
On the Future of Software Reuse in the Era of AI Native Software Engineering Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc38df9f-7aa7-4c50-9262-733d13c9f558 · inbound
Collaborating with GenAI: Incentives and Replacements Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 776bee5c-b3ff-4829-8389-1bc058f99f9b · inbound
Understanding, Protecting, and Augmenting Human Cognition with Generative AI: A Synthesis of the CHI 2025 Tools for Thought Workshop Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e25b2d50-209d-4510-9669-c3145f5006fa · inbound
Vibe Coding in Product Teams: Reconfiguring AI-Assisted Workflows, Prototyping, and Collaboration Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a320a412-aaf1-426a-85d1-dbe13e5a5751 · inbound
Not Everyone Wins with LLMs: Behavioral Patterns and Pedagogical Implications for AI Literacy in Programmatic Data Science Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc179536-48f0-43d1-8455-c7f14c3a511b · inbound
The Fast and Spurious: Developer Productivity with GenAI Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d33906eb-000f-45db-9ed2-0f25a3c67a39 · inbound
Can Vibe Coding Beat Graduate CS Students? An LLM vs. Human Coding Tournament on Market-driven Strategic Planning Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 839ba477-c753-401f-8b5e-460808785a08 · inbound
Adoption of Generative Artificial Intelligence in the German Software Engineering Industry: An Empirical Study Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b10ab72-9a3c-4087-96ca-5292a7f7afc8 · inbound
Agentic Much? Adoption of Coding Agents on GitHub Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a62e9ff2-fc1c-4ee4-baea-4898a84ebc18 · inbound
EditFlow: Benchmarking and Optimizing Code Edit Recommendation Systems via Reconstruction of Developer Flows Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 351c6df9-644e-4fc6-8747-a6dbdfaa4e65 · inbound
To Ban or not to Ban? How Open Source Projects Govern GenAI Contributions Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76a90e9a-abbb-421a-85e5-936b5355e521 · inbound
Beyond Functional Correctness: Design Issues in AI IDE-Generated Large-Scale Projects Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3168ca50-686b-4276-aa75-d54b03397e25 · inbound
Problem Reductions at Scale: Agentic Integration of Computationally Hard Problems Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7a8990f7-0957-4011-81b2-a397ed278ffe · inbound
Dive into Claude Code: The Design Space of Today's and Future AI Agent Systems Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b8d4b9d9-2a14-4590-a191-35c214e9bc25 · inbound
IACDM: Interactive Adversarial Convergence Development Methodology -- A Structured Framework for AI-Assisted Software Development Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 33f5a4e4-13a9-46ea-b44e-db0335b23864 · inbound
More Is Different: Toward a Theory of Emergence in AI-Native Software Ecosystems Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 31d6b002-04ec-422f-b3c1-6f0508ced5c3 · inbound
Generative artificial intelligence reduces social welfare through model collapse Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0d71717a-cf4e-4aa2-b4c9-c8063fd6e8bf · inbound
The Productivity-Reliability Paradox: Specification-Driven Governance for AI-Augmented Software Development Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e1587858-9a4a-4db0-b3d5-346f21613e64 · inbound
Using LLMs in Software Design: An Empirical Study of GitHub and A Practitioner Survey Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 98473c34-24ed-4d1e-9d12-f72b0eef16b3 · inbound
LLM-Assisted Repository-Level Generation with Structured Spec-Driven Engineering Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a09ea0e7-316d-4d49-a7eb-b8836729251c · inbound
A meta-analysis of the effect of generative AI on productivity and learning in programming Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 38e75732-a395-46b2-a297-b89d187dcfd5 · inbound
To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c28730db-3d91-4bd4-ba8e-531e25632ce3 · inbound
To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ab3d5956-3482-40a0-844e-d98256554954 · inbound
Assistance to Autonomy: A Systematic Literature Review of Agentic AI across the Software Development Life Cycle Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 90c71024-3a2f-4d80-b361-451bee396ce6 · inbound
From Runnable to Shippable: Multi-Agent Test-Driven Development for Generating Full-Stack Web Applications from Requirements Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 577ed645-430b-4263-ba18-61b6b0166a05 · inbound
One Developer Is All You Need: A Case Study of an AI-Augmented One-Person Squad in a Brownfield Enterprise Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 791f876e-a26e-4a27-a1ef-c91a785d5cec · inbound
One Developer Is All You Need: A Case Study of an AI-Augmented One-Person Squad in a Brownfield Enterprise Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e0e538e4-0826-4f62-bf88-104d3837aed4 · inbound
Agentic Agile-V: From Vibe Coding to Verified Engineering in Software and Hardware Development Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ad052ad8-8e9a-4ca2-a77c-0519bfcae16d · inbound
At What Cost? Software Developers' Well-Being in the Age of GenAI Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5274a174-fe81-4895-92c0-74bcd65a3ff2 · inbound
Design and Report Benchmarks for Knowledge Work Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 126
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f867696f-a74d-44ab-a530-7a684c805dfb · inbound
From Prompting to Verification: How Experience Shapes Vibe Coding Practices Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 35c20010-63c5-4d97-a569-a061a43e8543 · inbound
How to Compare the Security of Code Written by Humans to LLM-generated Code Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 104c91e4-c5b0-4100-a7ee-e4024d8941d5 · inbound
How to Compare the Security of Code Written by Humans to LLM-generated Code Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9016a708-cd30-4ec0-b6e9-fc5caf797ba5 · inbound
Faster than the Team, Faster than the Customer: Tool Integration, Collaboration, and Organisational Lag in AI-assisted RE Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 35f4c4aa-61bc-47db-ad45-269649d79251 · inbound
Pomona: Continuous Code Quality Improvement via Small, Agentic Pull Requests at Bloomberg Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 35ae815d-49b6-4a8b-aa60-f4e9185afc98 · inbound
Pomona: Continuous Code Quality Improvement via Small, Agentic Pull Requests at Bloomberg Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation faf287c5-d22c-41d0-9439-8ab19a19b386 · inbound
Reshaping Undergraduate Computer Science Education in the Generative AI Era Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cb404111-ef94-4f8d-9ce4-5c3e3c59e67a · inbound
The Agentic Web Requires New Normative Infrastructure Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 120
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation eeb1952e-b99f-43e2-b258-22d6f488d9f8 · inbound
Flaws in the LLM Automation Narrative Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cac043c0-887a-4e50-9df8-e9754487aad7 · inbound
Rule Taxonomy and Evolution in AI IDEs: A Mining and Survey Study Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cf409742-bdae-4b16-a3ed-3cf6b42a6821 · inbound
The Rise of AI-Native Software Engineering: Implications for Practice, Education, and the Future Workforce Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e00dc6f9-3ae9-4712-870a-c38b144c9fa6 · inbound
Using Biometrics to Understand AI-Assisted Coding Performance and its Perception Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation aad5d843-a5f7-4eeb-9c66-d45c98b2b2d2 · inbound
Life After Benchmark Saturation: A Case Study of CORE-Bench Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3befb856-1c47-49eb-9397-1113c86e0a93 · inbound
Govern the Repository, Not the Agent: Measuring Ecosystem-Level Risk in AI-Native Software Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8124990d-d9b4-4005-8453-14a616397288 · inbound
From Determinism to Delegation: AI-Native Software Engineering and the Evolution of the Agentic Engineer Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4f8e9386-53b6-4beb-8b35-dc02d48af77c · inbound
A Penny for Your Prompts: Experiments Detecting and Mitigating LLM Usage by Survey Respondents Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 73f155cf-644a-4c13-9fae-e4d04ed12363 · inbound
Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4184c1a6-a563-41ce-9cb6-0d9eaf27690c · inbound
AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f5e79469-188f-4b7f-b856-db8a078d6ed8 · inbound
From Execution to Education: A Bloom-Aligned Framework for Measuring Educational Control in LLMs Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c4ff7ffa-8464-405e-ad4e-7ee880685d6c · inbound
Experimental Evidence on the Learning Impact of Generative AI Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec12b183-3eae-454c-bf1a-de9343bf5ee9 · inbound
Do These Violent Delights Have Violent Ends? Measuring the Post-Merge Fate of Agentic Code Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e108e86a-1ff5-4a3a-8560-edfe93f5fd77 · inbound
Confining Nondeterminism: AI-Driven Research Systems as DBMSs for Reliable, Non-Wasteful, Transparent, and Collaborative Research [Vision] Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05fb7622-3fc3-421e-a248-81c442d99996 · inbound
How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 476c752d-33c2-4d06-b970-8a9916bbfe07 · inbound
How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddaedc69-c686-4be4-8fd9-43ab884ea52f · inbound
Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c617c705-46de-4715-8da1-e1635c4b274f · inbound
Case study: solving P-99 with LPTP and an LLM Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0914197e-d1f3-4758-9c54-5c67a28cf066 · inbound
Enhancing SLMs for Sustainable Code Optimization in Radio-Astronomy Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b8ba04b-af70-4440-85fc-ea39bec6bbc1 · inbound
(Im)Paired Programming: Coding Agents Improve Productivity but Harm Understanding Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 697895ab-7369-4364-b6dd-30c7c7955fc0 · inbound
Educating the Agentic Engineer: Curricula, Collaboration, and Continuous Learning in the AI Era Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3b261b3-9924-454f-a529-5340df8276a8 · inbound
The Scaling Paradox in Human-AI Collaboration Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 1
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Observation 577c43cf-4fd6-47a1-9593-452f5d6976fc · inbound
Making AI Visible, Not Vanished: How AI Policies Reshape Developer Experience on GitHub Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 2025
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Observation 30e3fe52-d0f5-4a0c-b6e2-d98b7ce69d92 · inbound
AI Evaluation Should Measure Verification Cost, Not Correctness Alone Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Reference 2025
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