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The Guide to Fine-Tuning LLMs

https://arxiv.org/abs/2408.13296
1•robertlagrant•46s ago•1 comments

Show HN: Easy text to social media cards platform

https://cards.tinygods.dev
1•danipolani•2m ago•0 comments

Flue 1.0 Beta

https://flueframework.com/blog/flue-1-0-beta/
1•coloneltcb•2m ago•0 comments

The New Civilizationalists: How Tech Founders Are Fighting to Save the West [video]

https://www.youtube.com/watch?v=EI_QM0oMB48
1•nwhnwh•5m ago•1 comments

Show HN: Kevin – Claude talk less. Save Money

https://github.com/hvardhan878/kevin
1•hvardhan878•6m ago•0 comments

An open letter: On transparent AI cyber protections

https://freefable.org/
1•blahgeek•8m ago•0 comments

Free Network Bandwidth Amazon GameLift Servers Is Here!

https://aws.amazon.com/about-aws/whats-new/2026/06/amazon-gamelift-servers-free-network-bandwidth/
1•gafferongames•9m ago•0 comments

What does software development look like when agents write 100% of the code?

https://blog.bastion.computer/what-does-software-development-look-like-when-agents-write-100-of-t...
1•almostlit•15m ago•0 comments

See HN comments that link to specific sites

2•sillysaurusx•15m ago•0 comments

Glucosamine linked to faster dementia progression

https://www.medicalnewstoday.com/articles/pain-supplement-glucosamine-linked-to-faster-dementia-p...
1•Gaishan•17m ago•0 comments

Amazon S3 annotations: attach rich, queryable context directly to your objects

https://aws.amazon.com/blogs/aws/amazon-s3-annotations-attach-rich-queryable-context-directly-to-...
2•dabinat•19m ago•0 comments

Sparda – Turn any Express/FastAPI app into an MCP server in 3 minutes

https://github.com/zyx77550/sparda
1•residual-labs•22m ago•0 comments

Firefox is easier than ever to customize

https://blog.mozilla.org/en/firefox/firefox-settings/
1•soheilpro•23m ago•0 comments

DOJ Seeks to Halt Air Pollution Lawsuit Against xAI Data Center

https://www.nytimes.com/2026/06/16/climate/xai-musk-mississippi-grok-turbine-lawsuit-naacp.html
1•cdrnsf•27m ago•0 comments

TimeTimeTime – Clock Equation Game

https://timetimeti.me/
1•duneisagoodbook•29m ago•1 comments

HN comments with links to HN

https://news.ycombinator.com/from?site=news.ycombinator.com&kind=comment
2•sillysaurusx•30m ago•2 comments

Assume You Will Be Hacked

https://www.theatlantic.com/technology/2026/06/ai-hacking-cybersecurity-banks/687562/
5•paulpauper•31m ago•0 comments

Fable and Mythos: Model Welfare

https://thezvi.substack.com/p/fable-and-mythos-model-welfare
1•paulpauper•31m ago•0 comments

Never Cross a River Four Feet Deep on Average

https://www.astralcodexten.com/p/never-cross-a-river-four-feet-deep
3•paulpauper•32m ago•0 comments

Wolfram Language and Mathematica Version 15, AI Assistant, Symbolic Music, More

https://writings.stephenwolfram.com/2026/06/launching-version-15-of-wolfram-language-mathematica-...
4•alok-g•34m ago•0 comments

NLnet announces funding for 67 more open-source projects

https://nlnet.nl/news/2026/20260616-67-new-projects.html
23•laurenth•37m ago•5 comments

Why the President Is Wrong About the Strait of Hormuz [video]

https://www.youtube.com/watch?v=MgfuFo7jaEE[video]
2•consumer451•41m ago•0 comments

Onward, Friends

https://www.eff.org/deeplinks/2026/06/farewell-now-friends
1•davidmr•41m ago•0 comments

Calvin and Hobbes at Martijn's – Bill Watterson

https://web.mit.edu/jmorzins/www/C-H-speech.html
2•rbanffy•44m ago•0 comments

Show HN: Sley – a native-Rust Git engine, benchmarked and verified against Git

https://heddle.sh/sley-parity
1•thorne_luke•44m ago•0 comments

Show HN: Fixing grammar and spelling using on-device Apple Foundation Model

https://github.com/huytd/afm-grammar/
1•huydotnet•46m ago•0 comments

Inverse Collatz's Tape

https://gbragafibra.github.io/2025/10/15/collatz_ant10.html
1•Fibra•46m ago•1 comments

Show HN: Odocs.co – multiplayer draw.io and docs for agent and human collab

https://odocs.co
1•gmicek•48m ago•0 comments

Analysis of the PrizeBuzz phishing network and impersonated brands

https://phisheye.com/blog/prizebuzz-phishing-network
2•naveenda•51m ago•1 comments

4 in 10 AI agents headed for demotion or the rubbish bin (Gartner)

https://www.theregister.com/ai-ml/2026/05/27/4-in-10-ai-agents-headed-for-demotion-or-the-rubbish...
4•indynz•52m 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•1y ago

Comments

qwertox•1y ago
Rule #1: Always put deletions behind a flag which is disabled for the first couple of test runs.
turtleyacht•1y 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•1y 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•1y ago
Oh, I see. Having a flag to skip deletion during test runs is a good rule then.
rvz•1y 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•1y ago
Who runs such an AI generated script without checking the code first?
qwertox•1y 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•1y ago
Right so lets just always run the code as is ?
qwertox•1y 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•1y 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•1y ago
In which Roko's Basilisk fires a warning shot.
jethronethro•1y ago
This is why you test code or a script before running it for real. Live and learn, I guess ...