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Helloo HN! I’m Gabriel Cha and an incoming student @ Coluimbia and just wanted to share what I've been building past 2 weeks: Cloi - a completely local debugging agent that runs right in your terminal. https://github.com/cloi-ai/cloi

I created Cloi because every AI coding tool wants API keys, subscriptions, and your entire codebase uploaded to their servers. Cloi, however, runs entirely on your machine. No cloud, no API keys, no subscriptions, no data leaving your system.

The tech is brutally simple: it captures your error context, spins up Ollama locally, generates targeted fixes, and - only with your explicit permission - applies patches directly to your files. You review every diff before anything changes.We ship with Phi-4 out of the box (crazy good for its size), but you can swap to any Ollama model you've got installed. Your machine, your models, your rules.

Installation is just: $ npm install -g @cloi-ai/cloi

BTW Cloi is free, if you're interested in the implementation or want to request new features, you can do so here: https://github.com/cloi-ai/cloi

We've hit 202 stars in just 5 days since release!!! I'd really appreciate your star if you find this useful. Try it out and let us know what you think! From, Gabriel Cha & Mingyou Kim

Comments URL: https://news.ycombinator.com/item?id=43909436

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Article URL: https://public-inspection.federalregister.gov/2025-07899.pdf

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Article URL: http://apt.cs.manchester.ac.uk/projects/SpiNNaker/

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Article URL: https://www.theverge.com/news/661719/amazon-app-ios-apple-iphone-ipad-kindle-buy-books

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Article URL: https://www.reuters.com/world/india/india-launches-attack-9-sites-pakistan-pakistan-occupied-jammu-kashmir-2025-05-06/

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Article URL: https://corticallabs.com/cl1.html

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Article URL: https://theconversation.com/the-hidden-history-of-philadelphias-window-box-gardens-and-their-role-in-urban-reform-254361

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Article URL: https://github.com/asgeirtj/system_prompts_leaks/blob/main/claude.txt

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Article URL: https://github.com/ace-step/ACE-Step

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Article URL: https://www.engadget.com/big-tech/trump-admin-announces-plans-to-shut-down-the-energy-star-program-184846271.html

Comments URL: https://news.ycombinator.com/item?id=43908941

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Hey – we just published a blog post about Kevin-32B = K(ernel D)evin.

It's to our knowledge the first open-source model that's RL-trained on CUDA kernels. Our goal was to demonstrate multi-turn RL using GRPO. We used 180 Python->CUDA conversion tasks from the KernelBench dataset.

The results were surprisingly strong! We were able to outperform top reasoning model like o3 & o4-mini.

We're sharing our training setup and learnings in the blogpost. Also the model is on HuggingFace: https://huggingface.co/cognition-ai/Kevin-32B

Comments URL: https://news.ycombinator.com/item?id=43908924

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Article URL: https://leonidasv.com/til-svg-specs-almost-got-raw-socket-support/

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Article URL: https://www.nature.com/articles/s41467-025-58014-y

Comments URL: https://news.ycombinator.com/item?id=43908913

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Can analyze: - Textbooks - Lectures - Videos

Generates: - Flashcards - Practice Exams - Messages

Has built-in: - Whiteboard - Calculator - Graphing Tool

Comments URL: https://news.ycombinator.com/item?id=43908911

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Article URL: https://9to5mac.com/2025/05/06/ios-18-5-will-make-carrier-satellite-service-like-t-mobile-starlink-work-on-older-iphones/

Comments URL: https://news.ycombinator.com/item?id=43908899

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Hello HN,

Since a young age, I've been interested in machine and deep learning. I’m currently in the second year of my Computer Science BSc (Toronto, Canada) and already have almost 2 years of experience in industry (computer vision + NLP) and over a year in academia doing AI research (both full time). Additionally, I have quite a few open-source projects (all DL-related) that have garnered over 1,000 stars in total, and some are very well-known in their respective niches. Lately though, I'm getting the impression that the field is over-saturated, with new research being published on a daily basis, and I identify as nothing but a cog in the machine as an AI developer. I understand that all domains are affected by this phenomenon to some degree, but in AI in particular, my work doesn’t feel personal at all, and to myself, I ironically seem like a robot that trains a vision transformer to do classification, fine-tunes an LLM for certain types of documents, makes architectural changes for a tiny improvement in performance, etc.

What are alternative branches in CS that you suggest I consider? I have two chief priorities:

* Creativity: I'm not seeking a typical software development job such as full-stack developer. Instead, I'm interested in opportunities that require creativity, almost like puzzle solving, and don’t become “routine” after a while. * Industry: My goal is to work in industry, not academia. This is not because I don’t enjoy research (in fact, I prefer it to applied work), but as reluctant as I am to admit it, salary does play a role in my decision making, and I’m aiming for six figures.

To give you a concrete example: I love work in logic, programming language research, theoretical computer science, and so on because they satisfy my first criterion, but it sadly appears that employment opportunities are mostly confined to academia?

I really appreciate your thoughts and feedback.

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Article URL: https://www.youtube.com/watch?v=Q1FgRKzAF_Y

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Article URL: https://qckfx.com/blog/ai-coding-agents-the-building-blocks-of-tomorrows-software-development-lifecycle

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Article URL: https://www.theverge.com/news/661807/nvidia-rtx-5060-cards-laptops-release-date-price

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Article URL: https://blog.gavide.dev/blog/file-stream-side-channel

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