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Start all of your commands with a comma (2009)

https://rhodesmill.org/brandon/2009/commands-with-comma/
306•theblazehen•2d ago•103 comments

France's homegrown open source online office suite

https://github.com/suitenumerique
21•nar001•52m ago•10 comments

Hoot: Scheme on WebAssembly

https://www.spritely.institute/hoot/
40•AlexeyBrin•2h ago•7 comments

Software Engineering Is Back

https://blog.alaindichiappari.dev/p/software-engineering-is-back
37•alainrk•1h ago•30 comments

Reinforcement Learning from Human Feedback

https://arxiv.org/abs/2504.12501
20•onurkanbkrc•1h ago•1 comments

OpenCiv3: Open-source, cross-platform reimagining of Civilization III

https://openciv3.org/
719•klaussilveira•16h ago•222 comments

Vocal Guide – belt sing without killing yourself

https://jesperordrup.github.io/vocal-guide/
105•jesperordrup•6h ago•38 comments

The Waymo World Model

https://waymo.com/blog/2026/02/the-waymo-world-model-a-new-frontier-for-autonomous-driving-simula...
983•xnx•22h ago•562 comments

Ga68, a GNU Algol 68 Compiler

https://fosdem.org/2026/schedule/event/PEXRTN-ga68-intro/
22•matt_d•3d ago•4 comments

Unseen Footage of Atari Battlezone Arcade Cabinet Production

https://arcadeblogger.com/2026/02/02/unseen-footage-of-atari-battlezone-cabinet-production/
78•videotopia•4d ago•12 comments

Making geo joins faster with H3 indexes

https://floedb.ai/blog/how-we-made-geo-joins-400-faster-with-h3-indexes
141•matheusalmeida•2d ago•37 comments

Cross-Region MSK Replication: K2K vs. MirrorMaker2

https://medium.com/lensesio/cross-region-msk-replication-a-comprehensive-performance-comparison-o...
5•andmarios•4d ago•1 comments

Show HN: Look Ma, No Linux: Shell, App Installer, Vi, Cc on ESP32-S3 / BreezyBox

https://github.com/valdanylchuk/breezydemo
243•isitcontent•16h ago•27 comments

Monty: A minimal, secure Python interpreter written in Rust for use by AI

https://github.com/pydantic/monty
245•dmpetrov•17h ago•128 comments

Show HN: I spent 4 years building a UI design tool with only the features I use

https://vecti.com
346•vecti•18h ago•153 comments

Hackers (1995) Animated Experience

https://hackers-1995.vercel.app/
511•todsacerdoti•1d ago•248 comments

Sheldon Brown's Bicycle Technical Info

https://www.sheldonbrown.com/
395•ostacke•22h ago•102 comments

What Is Ruliology?

https://writings.stephenwolfram.com/2026/01/what-is-ruliology/
47•helloplanets•4d ago•48 comments

Show HN: If you lose your memory, how to regain access to your computer?

https://eljojo.github.io/rememory/
310•eljojo•19h ago•192 comments

Microsoft open-sources LiteBox, a security-focused library OS

https://github.com/microsoft/litebox
363•aktau•23h ago•189 comments

An Update on Heroku

https://www.heroku.com/blog/an-update-on-heroku/
442•lstoll•23h ago•289 comments

PC Floppy Copy Protection: Vault Prolok

https://martypc.blogspot.com/2024/09/pc-floppy-copy-protection-vault-prolok.html
77•kmm•5d ago•11 comments

Dark Alley Mathematics

https://blog.szczepan.org/blog/three-points/
98•quibono•4d ago•22 comments

Was Benoit Mandelbrot a hedgehog or a fox?

https://arxiv.org/abs/2602.01122
26•bikenaga•3d ago•14 comments

Female Asian Elephant Calf Born at the Smithsonian National Zoo

https://www.si.edu/newsdesk/releases/female-asian-elephant-calf-born-smithsonians-national-zoo-an...
48•gmays•11h ago•19 comments

How to effectively write quality code with AI

https://heidenstedt.org/posts/2026/how-to-effectively-write-quality-code-with-ai/
281•i5heu•19h ago•230 comments

I now assume that all ads on Apple news are scams

https://kirkville.com/i-now-assume-that-all-ads-on-apple-news-are-scams/
1092•cdrnsf•1d ago•473 comments

Understanding Neural Network, Visually

https://visualrambling.space/neural-network/
312•surprisetalk•3d ago•45 comments

I spent 5 years in DevOps – Solutions engineering gave me what I was missing

https://infisical.com/blog/devops-to-solutions-engineering
160•vmatsiiako•21h ago•73 comments

Delimited Continuations vs. Lwt for Threads

https://mirageos.org/blog/delimcc-vs-lwt
36•romes•4d ago•3 comments
Open in hackernews

Sandbox: Run untrusted AI code safely, fast

https://github.com/PwnFunction/sandbox
80•vortex_ape•1mo ago

Comments

mkagenius•1mo ago
If you don't want to depend on cloud, have a mac, then you can run a sandbox locally on you mac. I have built an apple container (not docker) based sandbox to run arbitrary code - coderunner[1]. It is quite fast. And apple container provides one vm per container unlike docker on macos which shares the vm across all containers. Coderunner is good for processing sensitive docs locally in a secure sandbox.

1. coderunner - https://github.com/instavm/coderunner

zingar•1mo ago
In the coderunner read me it talks about reading files without sending them to the cloud. Does that mean there is something agentic going on? That’s more than I expect from something called a sandbox.

Also if it is agentic, why is it less cloud based than eg Claude code? Are there LLMs running locally?

mkagenius•1mo ago
Regarding files, they are volume mapped (local <--> sandbox) as with docker.

It's not agentic - agents can use it to execute code. Those agents can be powered by any LLM including local.

zingar•1mo ago
I’m still not sure why sending files to the cloud is supposed to be a disadvantage of other approaches but not this one. Whether you run your LLM’s commands in this sandbox or not, content is going to the cloud if the LLM is in the cloud, and not going to the cloud if the LLM is local. It looks like the amount of data in the cloud is entirely orthogonal to whether you use coderunner.
throw20251220•1mo ago
If you run your LLMs locally then nothing goes to the cloud. If you use cloud offerings then of course nothing is going to help you.
nl•1mo ago
I think their point is more that that architecture of this CodeRunner program isn't very clear.

It's unclear if it is a container manager, or comes with a LLM Agent built in. These are two separate concerns and the README makes it very unclear how to use one without the other.

zingar•1mo ago
I could say the same about any AI architecture. By definition cloud = cloud, local = not cloud. So when coderunner advertises ~ “more privacy because less cloud” I’m not sure what it is about coderunner that helps me get less cloud than anything else.
sh4rks•1mo ago
How is this different from the several other alternatives?
maxdo•1mo ago
Not affiliated in any way , but just outsourced that to modal.com , extremely cheap . For millions of runs I paid to date $30 usd
quotemstr•1mo ago
Firecracker: so no virtiofs? Shame.
ATechGuy•1mo ago
Genuine question: why not just use GCP/AWS VMs for agentic execution? What is missing?
nl•1mo ago
This runs on GCP

The issue with using raw VMs is you want fast startup. If you are running hundreds of pieces of code per hour as you develop, or have 10 or 20 agents running simultaneously it's much better to have something faster to start.

This uses Amazon's Firecracker on GCP to provide that.

AWS has something similar for its own Agent framework.

ATechGuy•1mo ago
@nl But this uses nested virtualization on GCP, which severely hurts performance. Faster boot up means nothing if everything else is slow.
mijoharas•1mo ago
This seemed quite interesting but it seems to run them on GCP rather than locally.

I had a brief glance at running firecracker VM's locally as that sounded interesting, but it doesn't seem too easy.

Does anyone know of any good solution that improve the UX of that (running some firecracker VM's locally)?

l9o•1mo ago
Out of curiosity, what would be an ideal UX for you? I'm working on a Rust library for this exact problem (CLI and language bindings should be easy to add).

It uses KVM directly on Linux and Virtualization.framework on macOS, with a builder API for VM configuration. For AI sandboxing specifically, it has a higher-level "sandbox" mode with a guest agent for structured command execution and file I/O over vsock. You get proper exit codes and stdout/stderr without console scraping.

Also supports pre-warmed VM pools for fast startup and shared directories via virtio-fs.

I'm planning to support OCI images, but not sure if that's important to people. I typically just build my own root disks with Nix.

vosper•1mo ago
If you have a link to your project that you could share I'd be interested in following it - this sounds like something I might want to use one day.
l9o•1mo ago
Not yet! But I will make sure to link here once it's up in a few days (or post to HN? not sure what the etiquette around self-promotion is these days). It's somewhat functional but not usable by anyone other than me at this point most likely (:
mijoharas•1mo ago
Awesome, this sounds cool.

In terms of UX, I kinda want something to paper over the inconsistencies of the different tools I need to use to set up the network etc. (Kinda like the `docker` CLI tool).

When I looked at it the first thing I thought was "the tun/tap setup seems fiddly, and I bet I won't leave things in a consistent state (note, I just glanced at this blog[0]). The copy on write filesystem stuff looks cool too, but also fiddly.

The more I think about it the more I just come up with "just docker but VMs".

[0] https://harryhodge.co.uk/posts/2024/01/getting-started-with-...

nl•1mo ago
I'm after this too.

I want to have a "container" (used in the conceptual sense here - I'm aware of the differences between container and other solutions) that I can let an AI agent run commands in but is safely sandboxed from the rest of my computer.

For me this is primarily file access. I don't want it inadvertently deleting the wrong things or reading my SSH keys.

But the way the agent uses it is important too. They generally issue the commands they want to run as strings, eg:

  bash ls
  sed -i 's/old_string/new_string/g' filename.py
I need a way to run these in the "container". I can `ssh command` but open to other options too.
justinclift•1mo ago
If you provide your own functions/tools to the AI agent, wouldn't that let you do exactly that?

ie "Here AI, call this function -> local_exec(commmand_name, {param1, param2, [etc]})" to execute functions.

And you'd wire up your local_exec() function to run the command in the container however you choose. (chroot, namespace, ssh to something remote, etc)

nl•1mo ago
This will work fine for bash commands, but most Agent implementations also have read/write file functions that are implemented using local file operations.
TOMDM•1mo ago
I'd love a local version of this for running Claude code, the CLI sandbox anthropic has made is great, but a VM for execution would be even better
mkagenius•1mo ago
I made a comment about this, if you are on macOS - Coderunner (https://github.com/instavm/coderunner)
nl•1mo ago
There's lots of interesting tooling in my space. Currently open in my browser are

https://github.com/liquidmetal-dev/flintlock

https://github.com/e2b-dev

https://www.daytona.io

https://modal.com/

https://render.com/

There's lots of others. I'd love to see a proper comparison somewhere.

vivzkestrel•1mo ago
Stupid question: what exactly is different about any of these tools than spinning a docker container programmatically and running the AI generated code inside it? What exactly are these tools solving that docker isnt?
TingPing•1mo ago
A virtual machine is a much better security boundry than a container. Will that often matter… maybe not. I’m sure other tools wrap docker.
vivzkestrel•1mo ago
and this was something everyone was parroting years ago, then we moved forward with docker saying it is capable of isolating deps without the overhead of a VM so why are we moving backwards now?
pwnfunction•1mo ago
hello everyone, author here.

although this is self-hostable on gcp, they can get quite expensive due to the machines used. cheapest vm with nested virtualisation on gcp costs about $60/mo. on aws, you'd have to go with bare metal, which can cost you a lot more.

i think the next best thing for sandboxes is, "vm as a library", atleast for personal/small scale workloads.

scotty79•1mo ago
I really wish ollama had virtual sandbox where AI could run code.