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Repositories Are Human/Agent Knowledge Factories

SIGPLAN Blog · published 21 April 2026

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1blogs citing

First cited: 5 May 2026
Most recent: 5 May 2026
Rank this month: not ranked
Links from this post: 15
Words captured: 3,015

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Understanding Repositories as Human/Agent Knowledge Factories 🚀 Read at the source ↗

5 May 2026

Links from this post

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https://ainativefoundation.org/andrej-karpathys-software-3-0-vision-the-definitive-blueprint-for-ai-native-application-modernization/

ainativefoundation.org

https://hackernoon.com/evaluating-agentsmd-are-repository-level-context-files-helpful-for-coding-agents

hackernoon.com

https://www.phoronix.com/news/Linux-Kernel-AI-Docs-Rules

phoronix.com

https://github.blog/ai-and-ml/github-copilot/how-to-write-a-great-agents-md-lessons-from-over-2500-repositories/

github.blog

Intent, meet Toolchain Read at the source ↗

https://arxiv.org/abs/2602.11988

arxiv.org

https://www.amazon.com/Knowledge-Representation-Reasoning-Artificial-Intelligence/dp/1558609326/ref=asc_df_1558609326?tag=bingshoppinga-20&linkCode=df0&hvadid=80883033959774&hvnetw=o&hvqmt=e&hvbmt=be&hvdev=c&hvlocint=&hvlocphy=111298&hvtargid=pla-4584482509414985&psc=1&msclkid=dbac5e37a6e71e6d4b9237e39955fa79

amazon.com

https://www.state-machine.com/doc/Mayer97.pdf

state-machine.com

https://dl.acm.org/doi/pdf/10.1145/2699417

dl.acm.org

https://blog.sigplan.org/2024/10/22/prompts-are-programs/

blog.sigplan.org

https://books.google.com/books?hl=en&lr=&id=CUlsAQAAQBAJ&oi=fnd&pg=PR7&dq=test+driven+development&ots=QDiZ243OUU&sig=vAFfZbni8XYWqcPcNhaDwYB0S9o

books.google.com

https://www.secwest.net/strawberry

secwest.net

https://proceedings.neurips.cc/paper/2022/hash/9d5609613524ecf4f15af0f7b31abca4-Abstract-Conference.html

proceedings.neurips.cc

https://openreview.net/forum?id=WE_vluYUL-X

openreview.net

https://best.openssf.org/Security-Focused-Guide-for-AI-Code-Assistant-Instructions.html

best.openssf.org