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Ggml.ai joins Hugging Face to ensure the long-term progress of Local AI

https://github.com/ggml-org/llama.cpp/discussions/19759
400•lairv•3h ago•83 comments

I found a useful Git one liner buried in leaked CIA developer docs

https://spencer.wtf/2026/02/20/cleaning-up-merged-git-branches-a-one-liner-from-the-cias-leaked-d...
340•spencerldixon•3h ago•152 comments

Child's Play: Tech's new generation and the end of thinking

https://harpers.org/archive/2026/03/childs-play-sam-kriss-ai-startup-roy-lee/
149•ramimac•2h ago•85 comments

The path to ubiquitous AI (17k tokens/sec)

https://taalas.com/the-path-to-ubiquitous-ai/
492•sidnarsipur•7h ago•301 comments

Trump's global tariffs struck down by US Supreme Court

https://www.bbc.com/news/live/c0l9r67drg7t
580•blackguardx•2h ago•434 comments

Untapped Way to Learn a Codebase: Build a Visualizer

https://jimmyhmiller.com/learn-codebase-visualizer
134•andreabergia•8h ago•21 comments

PayPal discloses data breach that exposed user info for 6 months

https://www.bleepingcomputer.com/news/security/paypal-discloses-data-breach-exposing-users-person...
137•el_duderino•4h ago•35 comments

Legion Health (YC) Is Hiring Cracked SWEs for Autonomous Mental Health

https://jobs.ashbyhq.com/legionhealth/ffdd2b52-eb21-489e-b124-3c0804231424
1•ympatel•45m ago

Web Components: The Framework-Free Renaissance

https://www.caimito.net/en/blog/2026/02/17/web-components-the-framework-free-renaissance.html
140•mpweiher•9h ago•88 comments

Show HN: A native macOS client for Hacker News, built with SwiftUI

https://github.com/IronsideXXVI/Hacker-News
100•IronsideXXVI•3h ago•54 comments

Visible Spectra of the Elements

https://atomic-spectra.net/
14•djoldman•3d ago•1 comments

Minions – Stripe's Coding Agents Part 2

https://stripe.dev/blog/minions-stripes-one-shot-end-to-end-coding-agents-part-2
99•ludovicianul•6h ago•51 comments

The Rediscovery of 103 Hokusai Lost Sketches (2021)

https://japan-forward.com/eternal-hokusai-the-rediscovery-of-103-hokusai-lost-sketches/
38•debo_•4d ago•2 comments

The Popper Principle

https://theamericanscholar.org/the-popper-principle/
22•lermontov•1d ago•9 comments

Consistency diffusion language models: Up to 14x faster, no quality loss

https://www.together.ai/blog/consistency-diffusion-language-models
178•zagwdt•13h ago•73 comments

No Skill. No Taste

https://blog.kinglycrow.com/no-skill-no-taste/
83•ianbutler•1h ago•88 comments

Raspberry Pi Pico 2 at 873.5MHz with 3.05V Core Abuse

https://learn.pimoroni.com/article/overclocking-the-pico-2
96•Lwrless•9h ago•24 comments

AI is not a coworker, it's an exoskeleton

https://www.kasava.dev/blog/ai-as-exoskeleton
425•benbeingbin•21h ago•420 comments

Infrastructure decisions I endorse or regret after 4 years at a startup (2024)

https://cep.dev/posts/every-infrastructure-decision-i-endorse-or-regret-after-4-years-running-inf...
411•Meetvelde•3d ago•184 comments

Lessons learned from `oapi-codegen`'s time in the GitHub Secure Open Source Fund

https://www.jvt.me/posts/2026/02/17/oapi-codegen-github-secure/
3•zdw•2d ago•0 comments

Notes on Clarifying Man Pages

https://jvns.ca/blog/2026/02/18/man-pages/
45•surprisetalk•1d ago•30 comments

Reading the undocumented MEMS accelerometer on Apple Silicon MacBooks via iokit

https://github.com/olvvier/apple-silicon-accelerometer
112•todsacerdoti•12h ago•53 comments

US plans online portal to bypass content bans in Europe and elsewhere

https://www.reuters.com/world/us-plans-online-portal-bypass-content-bans-europe-elsewhere-2026-02...
417•c420•1d ago•801 comments

Show HN: Micasa – track your house from the terminal

https://micasa.dev
607•cpcloud•1d ago•193 comments

FreeCAD

https://www.freecad.org/index.php
342•doener•3d ago•142 comments

A beginner's guide to split keyboards

https://www.justinmklam.com/posts/2026/02/beginners-guide-split-keyboards/
211•thehaikuza•4d ago•224 comments

I tried building my startup entirely on European infrastructure

https://www.coinerella.com/made-in-eu-it-was-harder-than-i-thought/
619•willy__•8h ago•317 comments

Gemini 3.1 Pro

https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-pro/
905•MallocVoidstar•1d ago•872 comments

An ARM Homelab Server, or a Minisforum MS-R1 Review

https://sour.coffee/2026/02/20/an-arm-homelab-server-or-a-minisforum-ms-r1-review/
109•neelc•16h ago•85 comments

Fast KV Compaction via Attention Matching

https://arxiv.org/abs/2602.16284
59•cbracketdash•13h ago•12 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.