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

https://github.com/ykdojo/safeclaw
1•ykdojo•1m 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
1•gmays•1m ago•0 comments

The Evolution of the Interface

https://www.asktog.com/columns/038MacUITrends.html
1•dhruv3006•3m ago•0 comments

Azure: Virtual network routing appliance overview

https://learn.microsoft.com/en-us/azure/virtual-network/virtual-network-routing-appliance-overview
1•mariuz•3m ago•0 comments

Seedance2 – multi-shot AI video generation

https://www.genstory.app/story-template/seedance2-ai-story-generator
1•RyanMu•7m ago•1 comments

Πfs – The Data-Free Filesystem

https://github.com/philipl/pifs
1•ravenical•10m ago•0 comments

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

https://github.com/rcarmo/go-busybox
2•rcarmo•11m ago•0 comments

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

https://research.nvidia.com/labs/nemotron/files/NVFP4-QAD-Report.pdf
1•gmays•12m 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...
1•andsoitis•12m ago•0 comments

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

https://www.youtube.com/watch?v=UNorxwlZlFk
1•lysace•13m ago•0 comments

Zen Tools

http://postmake.io/zen-list
1•Malfunction92•15m ago•0 comments

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

https://hailey.at/posts/3mear2n7v3k2r
1•carnevalem•16m ago•0 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•18m ago•0 comments

Apfelstrudel: Live coding music environment with AI agent chat

https://github.com/rcarmo/apfelstrudel
1•rcarmo•19m ago•0 comments

What Is Stoicism?

https://stoacentral.com/guides/what-is-stoicism
3•0xmattf•19m 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•19m 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...
2•Brajeshwar•19m ago•0 comments

Extreme Inequality Presages the Revolt Against It

https://www.noemamag.com/extreme-inequality-presages-the-revolt-against-it/
2•Brajeshwar•20m ago•0 comments

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

1•dtjb•21m 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•21m ago•0 comments

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

1•buildingwdavid•22m ago•0 comments

Show HN: Knowledge-Bank

https://github.com/gabrywu-public/knowledge-bank
1•gabrywu•28m ago•0 comments

Show HN: The Codeverse Hub Linux

https://github.com/TheCodeVerseHub/CodeVerseLinuxDistro
3•sinisterMage•29m 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•29m ago•0 comments

British drivers over 70 to face eye tests every three years

https://www.bbc.com/news/articles/c205nxy0p31o
40•bookofjoe•29m ago•13 comments

BookTalk: A Reading Companion That Captures Your Voice

https://github.com/bramses/BookTalk
1•_bramses•30m ago•0 comments

Is AI "good" yet? – tracking HN's sentiment on AI coding

https://www.is-ai-good-yet.com/#home
3•ilyaizen•31m ago•1 comments

Show HN: Amdb – Tree-sitter based memory for AI agents (Rust)

https://github.com/BETAER-08/amdb
1•try_betaer•32m ago•0 comments

OpenClaw Partners with VirusTotal for Skill Security

https://openclaw.ai/blog/virustotal-partnership
2•anhxuan•32m ago•0 comments

Show HN: Seedance 2.0 Release

https://seedancy2.com/
2•funnycoding•33m ago•0 comments
Open in hackernews

Digitising CDs (a.k.a. using your phone as an image scanner)

https://www.hadess.net/2025/07/digitising-cds-aka-using-your-phone-as.html
23•JNRowe•6mo ago

Comments

dvh•6mo ago
I recently used ffmpeg to undo perspective from the image you just provide 4 corners coordinates and it produced straightened image:

    ffmpeg -i input.jpg -vf "perspective=x0=784:y0=396:x1=2396:y1=397:x2=684:y2=2479:x3=2610:y3=2467" output.jpg
voidUpdate•6mo ago
Is there anything FFMPEG cant do?
cadamsdotcom•6mo ago
I like the irony that LLMs, full of hidden capability, are so helpful for exposing the hidden capabilities of ffmpeg.
WesolyKubeczek•6mo ago
Hmm, I don’t even know where ImageMagick ends and ffmpeg begins anymore.
sandbach•6mo ago
I thought this was going to be about recovering data from a CD from just a photo of the shiny side. Could that be possible?
schoen•6mo ago
I don't think so.

The total data on a CD-ROM including the error correcting redundancy exceeds 800 MB, or 6.4 Gb.

If you could imagine getting 1 bit from the optical disc per pixel (which is way too optimistic physically), you would need a 6 gigapixel camera focused super-precisely at the disc surface.

Looking at the problem from a different angle, Wikipedia says the features that store the data on the disc surface are about 800 nm (or about a micrometer) long. So to photograph them, you'd want to have pixels ideally smaller than a micrometer on each side. It's easy to check that an ordinary camera isn't achieving that kind of resolution without adding on external magnifying equipment.

jackweirdy•6mo ago
Does it have to be one photo? If you reproduced a spinning drive but with the camera positioned to see half of the spinning disc, I wonder if it could capture the "stream" of pixels in one arc of the spinning disc
schoen•6mo ago
You would still need some significant magnification. And there might also be a measurement latency issue if the disc is in motion (the camera CCD might not be fast enough to capture the image before it rotates away).

The optics of a CD-ROM drive are optimized for something pretty different than the optics of a camera. But if you made enough tweaks and adaptations, sure, the data is ultimately there and can be captured by a different kind of sensor than the one it was designed for. It would be a cool project.

I'm mostly just pointing out that adapting your camera to successfully capture billions of sub-micrometer features isn't that trivial.

makeitdouble•6mo ago
CD data pitch would be 700nm, and it seems that camera sensors have a pixel pitch at the same order of magnitude.

Ignoring the lens resolution you'd need for a near 1 to 1 rendering at that size, any hand movement or misalignment would also be catastrophic.

That sounds like a crazy dream until we get to sensor in the peta pixel range ?

https://www.researchgate.net/figure/CD-DVD-Blu-ray-disc-data...

https://letmaik.github.io/pixelpitch/

easyThrowaway•6mo ago
I can't find the link, but there was a Stackoverflow question about ripping a cdrom by using a flatbed scanner, the conclusion was that the scanner would've required 2-3X the DPI currently available on a commercial device to correctly parse the gaps, given that a cdrom laser size is roughly 800nm.

On the other hand I'm still puzzled why there are no homebrew projects for a dumb dumping device that simply reads all the data on a cdrom, error correction, subchannels completely raw. There are a lot of CDs with a very weird data structure (Console Games, Early Copy Protected pc games, AKAI sample discs, some Hybrid Macintosh discs, in other words anything not using the iso9660 standard) which are at risk of Disc Rot[1], and simply storing them as Iso or Bin/Cue files (including proprietary variants like Alcohol 120%/Daemon Tools mdf files) is basically useless both for archival and real world usage purposes.

[1]https://en.wikipedia.org/wiki/Disc_rot

ralferoo•6mo ago
> On the other hand I'm still puzzled why there are no homebrew projects for a dumb dumping device that simply reads all the data on a cdrom, error correction, subchannels completely raw.

I think you'd have to write a custom firmware for one specific drive for that. That information is simply not exposed outside the device itself on standard drives, which is what makes it effective for copy protection.

easyThrowaway•6mo ago
I am no electrical engineer, but I believe most drives still available on the market use an ASIC for this kind of low-level commands.

A more pragmatic solution would be to use an ESP32 or an RPI2040, wire them to a "donor" cd drive and then implement just the most basic MMC commands to make sense of the disc layout and save to disk the binary stream.

I'm pretty sure I'm missing something extremely obvious given the lack of similar attempts; wouldn't be surprised if not a single readily available programmable microcontroller on the market has the necessary bandwidth for this task.

lathiat•6mo ago
I'd say this project is the closest: https://github.com/superg/redumper

But is not a true raw dump like we see in a bunch of other media preservation projects.

Igrom•6mo ago
There is photo scanning/camera software out there on phones that detects edges of documents/regions, then crops and deskews the image. My Xiaomi Redmi Turbo 3's camera app has a "document" mode that does that. I also know of other software (for example, Paperless Mobile — though it is not its primary feature) that does that.

I think this would be an improvement to the OP's process: Print a thick black rectangle sized such that the contour's inner edge is slightly larger than the CD. Use the phone to take a picture and deskew it - the scanner should "catch" on the inner contour. Repeat with all other CDs. Finally, load the images onto the computer and run batch processing on them using your raster image editor to trim whitespace. This way, you'd keep manual labour to a minimum.

MarioMan•6mo ago
It’s also stock on iOS, albeit buried in the Files app under More (3 dots in top right)>Scan Documents. It’s especially useful for multi-page documents.
techer•6mo ago
Less hidden in the stock Notes app. Paperclip/Scan Documents.