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How to Identify and Eliminate Unused AWS Resources

https://medium.com/@vkelk/how-to-identify-and-eliminate-unused-aws-resources-b0e2040b4de8
1•vkelk•44s ago•0 comments

A2CDVI – HDMI output from from the Apple IIc's digital video output connector

https://github.com/MrTechGadget/A2C_DVI_SMD
1•mmoogle•1m ago•0 comments

CLI for Common Playwright Actions

https://github.com/microsoft/playwright-cli
1•saikatsg•2m ago•0 comments

Would you use an e-commerce platform that shares transaction fees with users?

https://moondala.one/
1•HamoodBahzar•3m ago•1 comments

Show HN: SafeClaw – a way to manage multiple Claude Code instances in containers

https://github.com/ykdojo/safeclaw
2•ykdojo•7m ago•0 comments

The Future of the Global Open-Source AI Ecosystem: From DeepSeek to AI+

https://huggingface.co/blog/huggingface/one-year-since-the-deepseek-moment-blog-3
3•gmays•7m ago•0 comments

The Evolution of the Interface

https://www.asktog.com/columns/038MacUITrends.html
2•dhruv3006•9m ago•0 comments

Azure: Virtual network routing appliance overview

https://learn.microsoft.com/en-us/azure/virtual-network/virtual-network-routing-appliance-overview
2•mariuz•9m ago•0 comments

Seedance2 – multi-shot AI video generation

https://www.genstory.app/story-template/seedance2-ai-story-generator
2•RyanMu•12m ago•1 comments

Πfs – The Data-Free Filesystem

https://github.com/philipl/pifs
2•ravenical•16m ago•0 comments

Go-busybox: A sandboxable port of busybox for AI agents

https://github.com/rcarmo/go-busybox
3•rcarmo•17m ago•0 comments

Quantization-Aware Distillation for NVFP4 Inference Accuracy Recovery [pdf]

https://research.nvidia.com/labs/nemotron/files/NVFP4-QAD-Report.pdf
2•gmays•17m ago•0 comments

xAI Merger Poses Bigger Threat to OpenAI, Anthropic

https://www.bloomberg.com/news/newsletters/2026-02-03/musk-s-xai-merger-poses-bigger-threat-to-op...
2•andsoitis•18m ago•0 comments

Atlas Airborne (Boston Dynamics and RAI Institute) [video]

https://www.youtube.com/watch?v=UNorxwlZlFk
2•lysace•19m ago•0 comments

Zen Tools

http://postmake.io/zen-list
2•Malfunction92•21m ago•0 comments

Is the Detachment in the Room? – Agents, Cruelty, and Empathy

https://hailey.at/posts/3mear2n7v3k2r
2•carnevalem•21m ago•1 comments

The purpose of Continuous Integration is to fail

https://blog.nix-ci.com/post/2026-02-05_the-purpose-of-ci-is-to-fail
1•zdw•23m ago•0 comments

Apfelstrudel: Live coding music environment with AI agent chat

https://github.com/rcarmo/apfelstrudel
2•rcarmo•24m ago•0 comments

What Is Stoicism?

https://stoacentral.com/guides/what-is-stoicism
3•0xmattf•25m ago•0 comments

What happens when a neighborhood is built around a farm

https://grist.org/cities/what-happens-when-a-neighborhood-is-built-around-a-farm/
1•Brajeshwar•25m ago•0 comments

Every major galaxy is speeding away from the Milky Way, except one

https://www.livescience.com/space/cosmology/every-major-galaxy-is-speeding-away-from-the-milky-wa...
3•Brajeshwar•25m ago•0 comments

Extreme Inequality Presages the Revolt Against It

https://www.noemamag.com/extreme-inequality-presages-the-revolt-against-it/
2•Brajeshwar•25m ago•0 comments

There's no such thing as "tech" (Ten years later)

1•dtjb•26m ago•0 comments

What Really Killed Flash Player: A Six-Year Campaign of Deliberate Platform Work

https://medium.com/@aglaforge/what-really-killed-flash-player-a-six-year-campaign-of-deliberate-p...
1•jbegley•27m ago•0 comments

Ask HN: Anyone orchestrating multiple AI coding agents in parallel?

1•buildingwdavid•28m ago•0 comments

Show HN: Knowledge-Bank

https://github.com/gabrywu-public/knowledge-bank
1•gabrywu•34m ago•0 comments

Show HN: The Codeverse Hub Linux

https://github.com/TheCodeVerseHub/CodeVerseLinuxDistro
3•sinisterMage•35m ago•2 comments

Take a trip to Japan's Dododo Land, the most irritating place on Earth

https://soranews24.com/2026/02/07/take-a-trip-to-japans-dododo-land-the-most-irritating-place-on-...
2•zdw•35m ago•0 comments

British drivers over 70 to face eye tests every three years

https://www.bbc.com/news/articles/c205nxy0p31o
50•bookofjoe•35m ago•23 comments

BookTalk: A Reading Companion That Captures Your Voice

https://github.com/bramses/BookTalk
1•_bramses•36m ago•0 comments
Open in hackernews

Simple 3D Packing

https://github.com/Vrroom/psacking
70•matroid•1mo ago

Comments

matroid•1mo ago
A while back, I implemented a paper that had showed up on HN for a course project (Dense, Interlocking-Free and Scalable Spectral Packing of Generic 3D Objects).

Over the holidays, I cleaned up the implementation (with the help of Claude Code, although this is not an advertisement for it) and released it on GitHub.

If anyone needs fast 3D packing in python, do give this a shot. Hopefully I have attributed all the code/ideas I have used from elsewhere properly (if not, please feel free to let me know).

jukea•1mo ago
The problem sounds very interesting and a complex one to solve. Could give examples of use cases where dense 3d packing is needed? (Say, besides literal packing of physical objects in a box? )
phil-martin•1mo ago
The main one I could think of was maximising 3D printer utilisation, I.e if filling your print volume was something you wanted to optimise for.
RaftPeople•1mo ago
> Could give examples of use cases where dense 3d packing is needed? (Say, besides literal packing of physical objects in a box? )

Not an answer, but something interesting on this topic:

In a warehouse/distribution center, a dense packing result can be too time consuming for most consumer products. As density increases, it takes the human longer to find their own solution rapidly that works. You can provide instructions but that is even slower than the human just doing their best via trial and error.

We had to dial back our settings from about a 95% volume consumption percent (initial naive setting) down to about 80% before they could rapidly fill the cartons. Basically it's balancing cost of labor vs capacity of system during peak (conveyor would start backing up) vs shipping costs.

jordanarseno•1mo ago
Bin packing can be seen as an optimization problem. In 2D, consider a scenario where you need to cut shapes from a sheet of plywood or sheet metal while minimizing waste; finding the optimal orientation of these shapes reduces material loss. In 3D, you might imagine packing objects into a container or cargo space, or sculpting a collection of 3D shapes out of a known volume of material, where you'd optimize the arrangement and orientation to minimize waste.
avidiax•1mo ago
Much too hard to find the original paper: https://dl.acm.org/doi/epdf/10.1145/3592126

One question I have, is when we say "interlocking-free", does this mean that the algorithm can still densely stack cups (with a draft angle), or is it instead guaranteeing that the convex hull of shapes are non-interfering?

matroid•1mo ago
Thanks. I'll link it in the first line in the README. I think the interlocking-free part can pack cups like you suggest. They propose a flood fill algorithm which computes all the reachable places for the voxelized shape. It doesn't put assumptions on convexity. I think it would be a great example to try it out on though.
hermitcrab•1mo ago
I'm old enough to remember when 2D packing was considered a hard problem.
Jarmsy•1mo ago
2d packing is still a hard problem
Koffiepoeder•1mo ago
Interesting, this is the first time I've come across using a FFT for collision detection, and now that I think about it it really makes sense. Thanks for the insight!