AMERICAN NEWS

Asynchronous Error Handling Is Hard 11 by hedgehog | 1 comments on Hacker News.

Show HN: A tool to benchmark LLM APIs (OpenAI, Claude, local/self-hosted) 3 by mrqjr | 1 comments on Hacker News. I recently built a small open-source tool to benchmark different LLM API endpoints — including OpenAI, Claude, and self-hosted models (like llama.cpp). It runs a configurable number of test requests and reports two key metrics: • First-token latency (ms): How long it takes for the first token to appear • Output speed (tokens/sec): Overall output fluency Demo: https://llmapitest.com/ Code: https://ift.tt/Fe1YyJk The goal is to provide a simple, visual, and reproducible way to evaluate performance across different LLM providers, including the growing number of third-party “proxy” or “cheap LLM API” services. It supports: • OpenAI-compatible APIs (official + proxies) • Claude (via Anthropic) • Local endpoints (custom/self-hosted) You can also self-host it with docker-compose. Config is clean, adding a new provider only requires a simple plugin-style addition. Would love fee...

Arrests of scientists over smuggled samples add to US border anxiety 25 by rntn | 8 comments on Hacker News.

By Ernesto Londoño from NYT U.S. https://ift.tt/r4dSMLt

Copilot Chat in VS Code is now open source 55 by ulugbekna | 4 comments on Hacker News.

By Unknown Author from NYT Books https://ift.tt/m2cZPs8

By Ben Sisario from NYT Arts https://ift.tt/9ZfIs16

As AI kills search traffic, Google launches Offerwall to boost publisher revenue 24 by elektor | 22 comments on Hacker News.

Iroh: A library to establish direct connection between peers 24 by gasull | 4 comments on Hacker News.

The best Hacker on HackerOne is now an AI 38 by summarity | 12 comments on Hacker News.

"The Last of Us Part II" Seattle Locations Tour 7 by lenocinor | 1 comments on Hacker News.

By Nazaneen Ghaffar from NYT Weather https://ift.tt/NcbQMrH

Kilauea volcano errupts, lava more than 1k feet high [video] 17 by asix66 | 2 comments on Hacker News.

Show HN: OSAI-Browser – A P2P Browser for Web3 and HTML Games 5 by EvoSync | 2 comments on Hacker News. https://ift.tt/zKJRyor OSAI Browser is an peer-to-peer (P2P) browser currently in active development. My goal is to redefine how we interact with the web, focusing on decentralization and cutting-edge capabilities for web content. As a core future functionality, I envision distributed computing for high-quality web games and IoT applications, leveraging the P2P architecture to achieve impressive image fidelity and performance. Imagine games that harness the collective power of connected users, or IoT devices seamlessly interacting through a decentralized browser! Currently, the browser successfully allows users to drag-and-drop ZIP files directly to install and run web games. This demonstrates the practical application of its unique P2P distribution model. Crucially, both the server and client functionalities are already up and running, providing a robust foundation for the P2P ne...

By Claire Fahy from NYT Weather https://ift.tt/SZOkeH4

By Dale Berning Sawa from NYT Arts https://ift.tt/6x0oE2Y

Show HN: SecureBuild – Zero-CVE Images That Pay OSS Projects 18 by grantlmiller | 7 comments on Hacker News. We're launching SecureBuild: https://securebuild.com — a new way for open source projects and maintainers to earn revenue by partnering with and endorsing our Zero-CVE container images of their project. We’ve spent the last decade at Replicated ( https://ift.tt/tGrukyw ) helping commercial and open source software vendors securely distribute their apps to enterprise environments. During that time, we saw firsthand how hard it is for maintainers to fund their work, and how increasingly demanding enterprises have become when it comes to demonstrable security and scanning. SecureBuild is our attempt to bridge that gap. Built on top of Wolfi ( https://ift.tt/NB7TkFL ), we provide Zero-CVE container images with tight SLAs, full SBOMs, etc, but we route 70% of direct subscription revenue back to the open source projects that create them. We’re especially interested in partnerin...

Public/protected/private is an unnecessary feature 13 by PaulHoule | 8 comments on Hacker News.

By Abbie VanSickle from NYT U.S. https://ift.tt/9QIpvl8

Show HN: Free local security checks for AI coding in VSCode, Cursor and Windsurf 11 by jaimefjorge | 5 comments on Hacker News. Hi HN! We just launched Codacy Guardrails, an IDE extension with a CLI for code analysis and MCP server that enforces security & quality rules on AI-generated code in real-time. It hooks into AI coding assistants (like VS Code Agent Mode, Cursor, Windsurf), silently scanning and fixing AI-suggested code that has vulnerabilities or violates your coding standards, while the code it’s being generated. We built this because coding agents can be a double-edged sword. They do boost productivity, but can easily introduce insecure or non-compliant code. One recent research team at NYU found that 40% of Copilot’s outputs were buggy or exploitable [1]. Other surveys mention that people are spending more time debugging AI-generated code [2]. That's why we created “guardrails” to catch security problems early. Codacy Guardrails uses a collection of open-source ...

Tesla Robotaxi launch is a dangerous game of smoke and mirrors 55 by apayan | 32 comments on Hacker News.

By Richard Sandomir from NYT Arts https://ift.tt/ef0hZLt

Show HN: Trieve CLI – Terminal-Based LLM Agent Loop with Search Tool for PDFs 3 by skeptrune | 0 comments on Hacker News. Hi HN, I built a CLI for uploading documents and querying them with an LLM agent that uses search tools rather than stuffing everything into the context window. I recorded a demo using the CrossFit 2025 rulebook that shows how this approach compares to traditional RAG and direct context injection[1]. The core insight is that LLMs running in loops with tool access are unreasonably effective at this kind of knowledge retrieval task[2]. Instead of hoping the right chunks make it into your context, the agent can iteratively search, refine queries, and reason about what it finds. The CLI handles the full workflow: ```bash trieve upload ./document.pdf trieve ask "What are the key findings?" ``` You can customize the RAG behavior, check upload status, and the responses stream back with expandable source references. I really enjoy having this workflow available...

Studio Ghibli marks 40 years, but future looks uncertain 9 by gslin | 0 comments on Hacker News.

SQLite Date and Time Functions 13 by 1vuio0pswjnm7 | 1 comments on Hacker News.

By Stephen Kinzer from NYT En español https://ift.tt/aAVQjBE

Officials are searching for a 57-year-old man in shooting 2 Minnesota lawmakers 1 by donsupreme | 0 comments on Hacker News.

Drones will realize the promise of suicide terrorism 14 by arrowsmith | 3 comments on Hacker News.

Self-driving company Waymo's market share in San Francisco exceeds Lyft's 26 by namanyayg | 9 comments on Hacker News.

By The New York Times from NYT U.S. https://ift.tt/Xh0gr1S

Using computers more freely and safely (2023) 6 by surprisetalk | 0 comments on Hacker News.

Show HN: ChatToSTL – AI text-to-CAD for 3D printing 4 by flowful | 0 comments on Hacker News. Hey HN, I'm a beginner at CAD so I built an app that does it for me ;) Describe a part and ChatToSTL writes the OpenSCAD code, shows a live render with size sliders, then exports the STL/3MF file. Because the output is parametric, it's easy to modify (unlike mesh models like Shap-E or DreamFusion). Try it (needs your own OpenAI key): https://ift.tt/PFj0Wmc How it works: Text prompt → o4-mini generates OpenSCAD code → live render + sliders → refine in chat → export. Examples & Code: * Walkthrough + real prints (bowl, hook, box, door stop): https://ift.tt/5lAcJS0... * 90-sec demo: https://www.youtube.com/watch?v=ZK_IDaNn1Mk * MIT repo: https://ift.tt/yW3jgzl Current limitations (it's not replacing Fusion 360 anytime soon): - Simple shapes only. Even a mug can end up with a misplaced handle - Works best with CAD-style language ("extrude 5mm") - AI can't see the re...

By Jonathan Swan and Theodore Schleifer from NYT U.S. https://ift.tt/Xd5P0bf

Compiler Explorer Cost Transparency 5 by hasheddan | 0 comments on Hacker News.

"Localhost tracking" explained. It could cost Meta €32B 154 by donohoe | 81 comments on Hacker News.

Apple introduces a universal design across platforms 37 by meetpateltech | 49 comments on Hacker News.

Nginx Restic Back End 3 by mike-cardwell | 0 comments on Hacker News.

My experiment living in a tent in Hong Kong's jungle 42 by 5mv2 | 22 comments on Hacker News.

The Spectacle of "Building" 5 by jger15 | 0 comments on Hacker News.

By Lynsey Chutel from NYT En español https://ift.tt/lM4xWio

Self-reported race, ethnicity don't match genetic ancestry in the U.S.: study 46 by pseudolus | 104 comments on Hacker News.

By Tyler Pager and Theodore Schleifer from NYT U.S. https://ift.tt/cGK8SC3

I think I'm done thinking about GenAI for now 78 by kaycebasques | 28 comments on Hacker News.

Doubling Down on Open Source 16 by clemo_ra | 0 comments on Hacker News.

By Catie Edmondson from NYT U.S. https://ift.tt/SkshTKA

Swift at Apple: Migrating the Password Monitoring Service from Java 61 by fidotron | 14 comments on Hacker News.

By Christopher F. Schuetze from NYT World https://ift.tt/06AO1kM

Disaster awaits if we don't secure IoT now 19 by mdp2021 | 9 comments on Hacker News.

By Maggie Haberman and Ryan Mac from NYT U.S. https://ift.tt/RwdyB9p

Estimating Logarithms 8 by surprisetalk | 1 comments on Hacker News.