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Nvidia PersonaPlex 7B on Apple Silicon: Full-Duplex Speech-to-Speech in Swift

https://blog.ivan.digital/nvidia-personaplex-7b-on-apple-silicon-full-duplex-speech-to-speech-in-...
178•ipotapov•5h ago•56 comments

Google Workspace CLI

https://github.com/googleworkspace/cli
682•gonzalovargas•12h ago•223 comments

The L in "LLM" Stands for Lying

https://acko.net/blog/the-l-in-llm-stands-for-lying/
319•LorenDB•9h ago•186 comments

Relicensing with AI-Assisted Rewrite

https://tuananh.net/2026/03/05/relicensing-with-ai-assisted-rewrite/
200•tuananh•8h ago•185 comments

Poor Man's Polaroid

https://boxart.lt/blog/poor_mans_polaroid
70•ZacnyLos•5h ago•14 comments

Smalltalk's Browser: Unbeatable, yet Not Enough

https://blog.lorenzano.eu/smalltalks-browser-unbeatable-yet-not-enough/
64•mpweiher•5h ago•22 comments

Arabic document from 17th-cent. rubbish heap confirms semi-legendary Nubian king

https://phys.org/news/2026-02-arabic-document-17th-century-rubbish.html
66•wglb•2d ago•15 comments

AMD will bring its “Ryzen AI” processors to standard desktop PCs for first time

https://arstechnica.com/gadgets/2026/03/amd-ryzen-ai-400-cpus-will-bring-upgraded-graphics-to-soc...
116•Bender•3d ago•98 comments

Building a new Flash

https://bill.newgrounds.com/news/post/1607118
581•TechPlasma•16h ago•184 comments

World-first gigabit laser link between aircraft and geostationary satellite

https://www.esa.int/Applications/Connectivity_and_Secure_Communications/World-first_gigabit-per-s...
31•giuliomagnifico•3d ago•11 comments

Jails for NetBSD – Kernel Enforced Isolation and Native Resource Control

https://netbsd-jails.petermann-digital.de/
44•vermaden•5h ago•13 comments

OpenBSD on SGI: A Rollercoaster Story

http://miod.online.fr/software/openbsd/stories/sgiall.html
38•brynet•6h ago•1 comments

No right to relicense this project

https://github.com/chardet/chardet/issues/327
271•robin_reala•4h ago•168 comments

Billy bookshelves as a retro motherboard "rack"

https://rubenerd.com/billy-bookcase-as-a-retro-motherboard-rack/
6•ingve•4d ago•0 comments

Something is afoot in the land of Qwen

https://simonwillison.net/2026/Mar/4/qwen/
706•simonw•21h ago•305 comments

Earth Garden: Field Recordings Around the World

https://earth-garden.alen.ro/
17•alentodorov•1d ago•7 comments

MacBook Neo

https://www.apple.com/newsroom/2026/03/say-hello-to-macbook-neo/
1821•dm•22h ago•2130 comments

Show HN: Poppy – A simple app to stay intentional with relationships

https://poppy-connection-keeper.netlify.app/
125•mahirhiro•9h ago•50 comments

BMW Group to deploy humanoid robots in production in Germany for the first time

https://www.press.bmwgroup.com/global/article/detail/T0455864EN/bmw-group-to-deploy-humanoid-robo...
161•JeanKage•16h ago•163 comments

Dario Amodei calls OpenAI’s messaging around military deal ‘straight up lies’

https://techcrunch.com/2026/03/04/anthropic-ceo-dario-amodei-calls-openais-messaging-around-milit...
658•SilverElfin•13h ago•339 comments

Dulce et Decorum Est (1921)

https://www.poetryfoundation.org/poems/46560/dulce-et-decorum-est
155•bikeshaving•15h ago•83 comments

Picking Up a Zillion Pieces of Litter

https://www.sixstepstobetterhealth.com/litter.html
142•colinbartlett•3d ago•50 comments

US tech firms pledge at White House to bear costs of energy for datacenters

https://www.theguardian.com/us-news/2026/mar/04/us-tech-companies-energy-cost-pledge-white-house
98•geox•11h ago•103 comments

Relax NG is a schema language for XML (2014)

https://relaxng.org/
33•Frotag•7h ago•20 comments

You Just Reveived

https://dylan.gr/1772520728
190•djnaraps•8h ago•62 comments

NRC issues first commercial reactor construction approval in 10 years [pdf]

https://www.nrc.gov/sites/default/files/cdn/doc-collection-news/2026/26-028.pdf
121•Anon84•15h ago•90 comments

Moss is a pixel canvas where every brush is a tiny program

https://www.moss.town/
281•smusamashah•1d ago•31 comments

Humans 40k yrs ago developed a system of conventional signs

https://www.pnas.org/doi/10.1073/pnas.2520385123
137•bikenaga•20h ago•55 comments

Qwen3.5 Fine-Tuning Guide

https://unsloth.ai/docs/models/qwen3.5/fine-tune
360•bilsbie•1d ago•88 comments

“It turns out” (2010)

https://jsomers.net/blog/it-turns-out
292•Munksgaard•22h ago•89 comments
Open in hackernews

Fixrleak: Fixing Java Resource Leaks with GenAI

https://www.uber.com/blog/fixrleak-fixing-java-resource-leaks-with-genai/
17•carimura•9mo ago

Comments

stevoski•9mo ago
> “Resource leaks, where resources like files, database connections, or streams aren’t properly released after use, are a persistent issue in Java applications”

This was true maybe back in 2005. Java has had try-with-resources for a loooong time. As I see it this has been the dominant idiom for ages, for handling resources that might leak.

okr•9mo ago
People tend to forget. Stream-API is a good candidate, that people like to not consider for leakage. If you don't own your stream, if you do not definitly know, that your stream comes from a collection, then ya better close it with a try-block.
bob778•9mo ago
How much effort was spent automating this to fix 112 instances across Uber’s code base? I assume code reviews would catch any new issues so this seems like overkill for a small one-off task?
hawk_•9mo ago
Spotbugs or checkstyle etc... would catch these. What does AI add here?
xyst•9mo ago
It gives marketing team at Uber to say "wE uSe AI hErE!!1". C-levels approve since anything AI gets a nice pump.

Engineering wise. This adds nothing. It’s an absolute waste of compute and energy to run this through LLMs

sigotirandolas•9mo ago
> This analysis ensures that FixrLeak skips functions where resources are passed as parameters, returned, or stored in fields, as these resources often outlive the function’s scope.

> FixrLeak delivers precise, reliable fixes while leaving more complex cases for advanced analysis at the caller level.

In other words, this will only fix trivial leaks, which are best seen as a language design issue and can be fixed by RAII, reference counting, etc.

It won't fix the more insidious leaks like `UNBOUNDED_QUEUE.add(item)` that are more likely to pass through code review in the first place.

xyst•9mo ago
Using AI when a static scanner like SonarQube easily picks up these types of resource leaks, especially in Java.

Peak waste.

What’s next?

"Get rid of your GitHub dependabot alerts and replace it with my shitty ChatGPT wrapper”

rvz•9mo ago
> Using AI when a static scanner like SonarQube easily picks up these types of resource leaks, especially in Java.

Exactly.

It's very disappointing to see that Uber engineers would rather trust an LLM to that claims to spot these issues when a battle-tested scanner such as SonarQube would have caught this in the first place.

The LLM hype-train is almost just as bad as the JavaScript hype train in the 2010s where some of the worst technologies are used on everything.

rvz•9mo ago
Why exactly do you need LLMs for this when efficient alternatives like SonarQube or checkstyle already do this without the expensive waste LLMs create?

This adds little to no technical advantage over existing solutions what so ever for this particular use case.

yahoozoo•9mo ago
stupid af
Traubenfuchs•9mo ago
So you tell me those 200-600k software engineers that can easily solve leetcode hard are so incompetent they missed using try-with-resources at such scale, they needed to introduce new AI tooling to fix it?

Hey Uber, I am from the EU, I usually can‘t even solve leetcode medium but I will write you scalable, spotless Java for a third of the salary.

Our industry and its economics are a joke.

hello_moto•9mo ago
So you write bug-free scalable code 100% in any jobs you ever worked for?

I guess we don’t need QA and Dev/Staging environment

rad_gruchalski•9mo ago
Can the QA team? How does the dev/staging environment help writing less buggy code?
rad_gruchalski•9mo ago
But can you leetcode heh.
TYMorningCoffee•9mo ago
A lot of commenters point out that there already are many established static checkers that do this. That is not what Uber attempts here.

Uber is not proposing a static checker. They even use sonar qube in their architecture. They propose using an LLM to resolve the leak detected by sonar qube.