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The next wave of virtualization is containerized
Cloi – Local debugging agent that runs in your terminal
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
Points: 1
# Comments: 1
NRC: Long-Term Cooling and Unattended Water Makeup of Spent Fuel Pools [pdf]
Article URL: https://public-inspection.federalregister.gov/2025-07899.pdf
Comments URL: https://news.ycombinator.com/item?id=43909435
Points: 1
# Comments: 0
SpiNNaker: A million-core ARM machine. (2011)
Article URL: http://apt.cs.manchester.ac.uk/projects/SpiNNaker/
Comments URL: https://news.ycombinator.com/item?id=43909433
Points: 1
# Comments: 0
iOS Kindle app now has a ‘get book’ button after changes to App Store rules
Article URL: https://www.theverge.com/news/661719/amazon-app-ios-apple-iphone-ipad-kindle-buy-books
Comments URL: https://news.ycombinator.com/item?id=43909432
Points: 2
# Comments: 0
India launches attack on 9 sites in Pakistan and Pakistani Jammu and Kashmir
The CL1: the first code deployable biological computer
Article URL: https://corticallabs.com/cl1.html
Comments URL: https://news.ycombinator.com/item?id=43909418
Points: 1
# Comments: 1
Philadelphia's window-box gardens and urban reform
Claude's system prompt is over 24k tokens with tools
Article URL: https://github.com/asgeirtj/system_prompts_leaks/blob/main/claude.txt
Comments URL: https://news.ycombinator.com/item?id=43909409
Points: 1
# Comments: 1
A Step Towards Music Generation Foundation Model
Article URL: https://github.com/ace-step/ACE-Step
Comments URL: https://news.ycombinator.com/item?id=43909398
Points: 2
# Comments: 0
The Signal Clone Mike Waltz Was Caught Using Has Direct Access to User Chats
Some Family-Friendly Games Are Coming to Apple Arcade in June
Prepare Yourself. Doom: The Dark Ages Lands on Xbox Game Pass Soon
CEO Departures Hit Record Levels
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Trump admin announces plans to shut down the Energy Star program
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
Points: 2
# Comments: 2
Show HN: Kevin-32B – how to do multi-turn RL on writing CUDA kernels
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
Points: 1
# Comments: 0
When SVG almost got network support for raw sockets
Article URL: https://leonidasv.com/til-svg-specs-almost-got-raw-socket-support/
Comments URL: https://news.ycombinator.com/item?id=43908920
Points: 2
# Comments: 0
Energy efficiency of heat pumps in residential buildings using operation data
Article URL: https://www.nature.com/articles/s41467-025-58014-y
Comments URL: https://news.ycombinator.com/item?id=43908913
Points: 4
# Comments: 0