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Test Rocket: Rethinking the Test Pyramid for the AI Era

Hey Everyone! I have been lately thinking about AI Assisted Development's impact on the Test Patterns and came with one that would be applicable in AI Era. Please have a read and would love to hear your thoughts. Article is available at https://dev.to/sudokar/test-rocket-rethinking-the-test-pyramid-for-the-ai-era-2d6n Comments URL: https://news.ycombinator.com/item?id=49346264 Points: 2 # Comments: 0
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Show HN: K7d – Fork live Kubernetes clusters in <1s –> GRPO-train AI on infra

Hey HN, Gary here. Today I want to present k7d which is an Apache 2.0, tight Rust VMM + shim enabling something not possible before: fast forking of live running virtualized multi-node k8s clusters with surviving of in-flight connections. A 3-VM nodes K8s cluster gets forked in 105ms, and a 50x fork of a 3-VM cluster in 4.1s on a 64GB RAM box. I have two goals here: 1) enable large scale GRPO/RL training of AI on Kubernetes infra, which IMO is a great playground for reasoning training, besides t...
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How to code without AI [video]

Article URL: https://www.youtube.com/watch?v=aFMVGx1Gsoc Comments URL: https://news.ycombinator.com/item?id=49346428 Points: 2 # Comments: 0
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AI detectors are a bad idea

Article URL: https://blog.keyvan.net/p/ai-detectors-are-a-bad-idea Comments URL: https://news.ycombinator.com/item?id=49346822 Points: 3 # Comments: 2
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Ask HN: Do you feel comfortable admitting that you use AI?

AI took the industry by storm, and naturally this generates a lot of resistance. The way I see this resistance expressing itself is in the form of certain feeling of superiority by those who refuse to use it, and a feeling of shame when admitting to using AI assistance for writing code. However, I would argue (even though I have no data back this claim up) that most developers either choose to use it or are required by their employers. I can't predict the future, so I don't know if this is an AS...
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R/Gamedev Policy on AI Use

Article URL: https://www.reddit.com/r/gamedev/comments/1vrnqyt/rgamedev_policy_on_ai_use/ Comments URL: https://news.ycombinator.com/item?id=49346938 Points: 3 # Comments: 1
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AI won't solve the work-theater problem

Article URL: https://think-twice.me/?p=102 Comments URL: https://news.ycombinator.com/item?id=49347015 Points: 3 # Comments: 0
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Building (and Selling) AI for the Government

Article URL: https://carlkolon.com/2026/08/17/ai-for-government/ Comments URL: https://news.ycombinator.com/item?id=49347222 Points: 1 # Comments: 0
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What If I Told You Humans Are Moving Faster Than AI?

Article URL: https://medium.com/freedomofthought/what-if-i-told-you-humans-are-moving-faster-than-ai-833441f3fb21 Comments URL: https://news.ycombinator.com/item?id=49341102 Points: 3 # Comments: 0
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AI Stock Research Assistant · Streamlit

Article URL: https://ai-stock-research-kiaan.streamlit.app Comments URL: https://news.ycombinator.com/item?id=49341308 Points: 1 # Comments: 0
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Vetted AI code is hard to justify

Article URL: https://amoffat.github.io/blog/vetting-burnout.html Comments URL: https://news.ycombinator.com/item?id=49341368 Points: 1 # Comments: 0
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AI is like farming. (and the purpose behind what I'm building)

I was watching a documentary on bronze ages last night. A line stuck with me. After the invention of bronze tools farming got more efficient and people had more time on their hands. They used it to BUILD cities (and everything in it). That's the true human spirit that can't be diminished. Are transitions usually violent (also economically and politically)? Yes. Bigger the technological advancement, bigger are the transitions. We are going to be witnessing a massive re-training of an entire workf...
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Agentic AI in a Smolbox

Article URL: https://remyhax.xyz/posts/smolbox/ Comments URL: https://news.ycombinator.com/item?id=49338338 Points: 3 # Comments: 1
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Building an AI Text Detector from Scratch

Article URL: https://magazine.sebastianraschka.com/p/ai-detector-from-scratch Comments URL: https://news.ycombinator.com/item?id=49338761 Points: 1 # Comments: 0