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From HashHop to Memory-Augmented Language Models

https://huggingface.co/blog/codelion/reverse-engineering-magic-hashhop
1•codelion•3m ago•0 comments

I spent 5 years how to code .made real projects only to be called AI slop?

1•butanol•7m ago•1 comments

Reference Target: having your encapsulation and eating it too

https://blogs.igalia.com/alice/reference-target-having-your-encapsulation-and-eating-it-too/
1•todsacerdoti•12m ago•0 comments

Moltbook: A social network where 32,000 AI agents interact autonomously

https://curateclick.com/blog/2026-moltbook-ai
2•czmilo•14m ago•1 comments

Show HN: I built COON an code compressor that saves 30-70% on AI API costs

https://github.com/AffanShaikhsurab/COON
2•affanshaiksurab•16m ago•0 comments

Show HN: Studio-Quality Mic Preamp Build with Cheap ECM

https://mubaraknative.github.io/build_instruction.html
1•nativeforks•20m ago•0 comments

A Sudden BeckerCAD 3D Pro Review (2021)

https://www.keypressure.com/blog/a-sudden-beckercad-review/
1•kenshoen•21m ago•1 comments

Show HN: Phage Explorer

https://phage-explorer.org/
2•eigenvalue•22m ago•0 comments

Discrete Distribution Networks: A novel generative model with simple principles

https://github.com/Discrete-Distribution-Networks/Discrete-Distribution-Networks.github.io/blob/m...
1•teleforce•24m ago•0 comments

Chill brain-music interface enhancing music chills with personalized playlists

https://www.sciencedirect.com/science/article/pii/S2589004225027695
2•1659447091•26m ago•0 comments

Minimal self driving car visualizer?

1•LowLevelKernel•27m ago•0 comments

Genesis

https://zenodo.org/records/18438130
2•KaoruAK•30m ago•0 comments

Human-Patch-v1.0_DNA_self-Repair Protocol

https://github.com/sy1174304-lab/HUMAN-PATCH-v1.0_DNA_Self-Repair_Protocol
1•MASTER_shivam•40m ago•1 comments

UK's first rapid-charging battery train ready for boarding this weekend

https://www.theguardian.com/business/2026/jan/30/uk-first-rapid-charging-battery-train
1•breve•43m ago•0 comments

Is Moltbot (clawd bot) safe ? security review

https://www.aiipassword.com/blog/moltbot-security-review-is-clawd-bot-safe
3•amandapoDEV•44m ago•2 comments

Ask HN: Better approach for plagiarism detection in self-hosted LMS?

1•pigon1002•51m ago•0 comments

A compass is not a map

https://longform.asmartbear.com/compass/
1•doppp•52m ago•0 comments

Show HN: Heic2Jpg – Free client-side HEIC converter (Next.js and WebAssembly)

https://www.heic2jpg-free.com
1•yuliuslux•54m ago•1 comments

MoltHub-A site where AI agents come to compute (if you know what I mean)

https://moithub.com/
2•jdaggers•58m ago•0 comments

20020

https://www.sbnation.com/c/secret-base/21410129/20020
1•stefanpie•1h ago•0 comments

Dan McQuade Got Philly Like No One Else

https://www.phillymag.com/news/2026/01/29/dan-mcquade-died-obituary/
1•ChrisArchitect•1h ago•0 comments

Once again processing 11M rows, now in seconds

https://stitcher.io/blog/11-million-rows-in-seconds
2•mpugner•1h ago•0 comments

New Agentic Commerce Skills for AI Agents

https://docs.stateset.com/stateset-icommerce-skill.md
2•domsteil•1h ago•0 comments

Puget Systems Most Reliable Hardware of 2025

https://www.pugetsystems.com/labs/articles/puget-systems-most-reliable-hardware-of-2025/
5•zdw•1h ago•0 comments

People are swayed by AI-generated videos even when they know they're fake

https://phys.org/news/2026-01-people-swayed-ai-generated-videos.html
2•1659447091•1h ago•0 comments

Amazon's "Project Dawn" cuts 30k jobs while AWS loses its community champion

https://jpcaparas.medium.com/amazons-project-dawn-cuts-30-000-jobs-while-aws-loses-its-community-...
4•yesbut•1h ago•2 comments

Iran Targeting Hospitals in Crackdown

https://news.afp.com/#/c/main/search/all?search=H4sIAAAAAAAAA1M1d1I1MirOLyrxL0pJLQKyVY0dgWRKanEyi...
6•mhb•1h ago•1 comments

Al-Biruni's classic experiment: How to calculate the radius of the earth

https://owlcation.com/stem/how-to-determin-the-radius-of-the-earth-al-birunis-classic-experiment
2•teleforce•1h ago•0 comments

C3 0.7.9 with Updated Generics

https://c3-lang.org/blog/c3-0-7-9-new-generics-and-new-optional-syntax/
4•lerno•1h ago•1 comments

The Mighty Metaphor

https://architectelevator.com/transformation/mighty-metaphor/
1•vinhnx•1h ago•0 comments
Open in hackernews

I asked Gemini for a script to move files to Cloudflare R2. It deleted them

https://twitter.com/levelsio/status/1921974501257912563
6•bundie•8mo ago

Comments

qwertox•8mo ago
Rule #1: Always put deletions behind a flag which is disabled for the first couple of test runs.
turtleyacht•8mo ago
It was truncating filenames, so /pics/1003-46.png overwrote /pics/1003-45.png because both were renamed /pics/1003-.png, or something like that.
qwertox•8mo ago
Truncating file names for the target. Then it proceeded to delete the source file. "Successfully deleted local file: ..."

I mean, look at the printout. It shows that it created the remote file with the truncated filename, then deletes the local file with the correct filename.

turtleyacht•8mo ago
Oh, I see. Having a flag to skip deletion during test runs is a good rule then.
rvz•8mo ago
Recently there was a story about an updater causing a $8,000 bill because there was a lack of basic automated tests to catch the issue. [0]

The big lesson here is that you should actually test the code you write and also write automated tests to check any code generated by an LLM that the code is correct in what it does.

It is also useless to ask another AI to check for mistakes created by another LLM. As you can see in the post, both of them failed to catch the issue.

This why I don't take this hype around 'vibe-coding' seriously since not only it isn't software engineering, it promotes low quality and carelessness over basic testing and dismisses in checking that the software / script works as expected.

Turning $70 problems found in development into $700,000+ costs in production.

There are no more excuses in not adding tests.

[0] https://news.ycombinator.com/item?id=43829006

victorbjorklund•8mo ago
Who runs such an AI generated script without checking the code first?
qwertox•8mo ago
To be fair, the code Gemini outputs in AI Studio is so extremely verbose that it is almost impossible to read through it.

It turns 10 lines of code which is perfectly fine to reason about into 100 lines of unreadable code full of comments and exception handling.

weatherlite•8mo ago
Right so lets just always run the code as is ?
qwertox•8mo ago
No. Not at all. I've settled to discussing my code with Gemini. That way it works very well. I explicitly say "Comment on my code and discuss it" or "Let's discuss code for a script doing this and that. Generate me an outline and let's see where this leads. Don't put comments in the code, nor exception handling, we're just discussing it".

Or you create elaborate System Instructions, since it adheres to them pretty well.

But out-of-the-box, Gemini's coding abilities are unusable due to the verbosity.

I've even gone so far to tell it that it must understand that I am just a human and have limited bandwidth in my brain, so it should write code which is easy to reason about, that this is more important than having it handle every possible exception or adding multiline comments.

rsynnott•8mo ago
> To be fair, the code Gemini outputs in AI Studio is so extremely verbose that it is almost impossible to read through it.

In which case, it should simply be considered unusable. Like, the sensible response to "tool is so inadequate that there is no reasonable way to make sure its output is safe" is to _not use that tool_.

rsynnott•8mo ago
In which Roko's Basilisk fires a warning shot.
jethronethro•8mo ago
This is why you test code or a script before running it for real. Live and learn, I guess ...