Migrating to the EU

User is moving services from non-EU countries to EU providers due to global politics and improved data protection. They've switched to European alternatives for email, hosting, DNS, Git repositories, and VPN services.

iPhone 17 Pro Demonstrated Running a 400B LLM

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GitHub appears to be struggling with measly three nines availability

https://regmedia.co.uk/2022/02/15/outage_shutterstock.jpg
GitHub has experienced several outages this month, including issues with Actions, notifications, and Copilot. The company's overall uptime has been poor, dropping below 90 percent at one point in 2025.

POSSE – Publish on your Own Site, Syndicate Elsewhere

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POSSE (Publish Own Site, Syndicate Everywhere) is a strategy for publishing content on your own site and then syndicating it to other platforms, allowing you to maintain ownership and control over your content while reaching a wider audience. By using POSSE, you can reduce dependence on third-party services, improve search engine rankings, and provide a clear link back to the original ...

Two pilots dead after plane and ground vehicle collide at LaGuardia

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An Air Canada plane collided with a firefighting vehicle at LaGuardia Airport, causing significant damage and prompting a ground stop. The incident occurred when the plane, with 76 people on board, landed and struck a responding vehicle.

Student beauty and grades under in-person and remote teaching

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US and TotalEnergies reach 'nearly $1B' deal to end offshore wind projects

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“Collaboration” is bullshit

https://www.joanwestenberg.com/content/images/size/w1000/2026/03/W-Insight-1-HT-Jan11-e1666985964510-2688358860.jpg
The article discusses how collaboration has become a misguided obsession in the modern tech industry, leading to a lack of accountability and productivity. It argues that most complex work is done by individuals or small groups with clear authority and accountability.

Autoresearch on an old research idea

https://ykumar.me/blog-images/eclip/agent_loop_light.webp
User tried Autoresearch on a research problem with Claude Code, an LLM agent. The agent improved a Mean Rank metric by modifying a single file, train.py, and reduced the metric by 54% in 42 experiments.

I built an AI receptionist for a mechanic shop

https://www.itsthatlady.dev/.netlify/images?url=_astro%2Ftyping.asRmplmU.jpeg&w=1880&h=1255&dpl=69beb82e85fe450008b80b4b
The user built an AI receptionist named Axle for their brother's luxury mechanic shop to answer customer calls and provide accurate information about prices, hours, and policies. The system uses Retrieval-Augmented Generation (RAG) and a custom-built knowledge base to ensure accurate and grounded responses, and can also collect callbacks for unknown questions.

If DSPy is so great, why isn't anyone using it?

https://skylarbpayne.com/og-image/dspy-engineering-patterns.png
Companies using Dspy report benefits like quick model testing and maintainable systems, but implementing Dspy-like patterns can be hard and lead to worse versions. Dspy forces you to think about abstractions upfront, which can be a steep learning curve, but is necessary for complex AI systems.

FCC Updates Covered List to Include Foreign-Made Consumer Routers

Is it a pint?

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Years of countless pours led me to the question “Is this really a pint? They say so, but really?” The findings gave rise to the Pint Patrol, a grassroots movement that could change how Americans are served their beer, wine, and cider—toward righteous honesty. This article documents the initial discovery and the inception of the movement.

Department of State advises Americans worldwide to exercise increased caution

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The US Department of State advises Americans to exercise increased caution worldwide, especially in the Middle East, due to potential security threats. Americans should enroll at step.state.gov for security alerts and carefully read travel advisories before planning trips.

Bets on US-Iran ceasefire show signs of insider knowledge, say experts

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Eight newly created Polymarket accounts bet nearly $70,000 on a US-Iran ceasefire, raising insider trading concerns. The accounts stand to make nearly $820,000 if a ceasefire is reached before 31 March.

Claude Code Cheat Sheet

Local Stack Archived their GitHub repo and requires an account to run

https://camo.githubusercontent.com/619aaa5784a0c4affe9ab02b99f0c1b292c7fada74e6403c9c0a8f40576491c4/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f6c6f63616c737461636b2f636f6e7472696275746f72732e7376673f77696474683d383930
LocalStack is a cloud software development framework that emulates AWS services locally for testing and development. It offers a free Hobby plan and supports a growing number of AWS services, including Lambda, S3, and DynamoDB.

Cyber.mil serving file downloads using TLS certificate which expired 3 days ago

Windows 3.1 tiled background .bmp archive

https://opengraph.githubassets.com/6e0288994104ba502bf37659aab0312a61386290c2a5b34f831327191f338dd2/andreasjansson/win-3.1-backgrounds
Windows 3.1 tiled background .bmp archive. Contribute to andreasjansson/win-3.1-backgrounds development by creating an account on GitHub.

Cyberattack on vehicle breathalyzer company leaves drivers stranded in the US

https://techcrunch.com/wp-content/uploads/2026/03/breathalyzer-1446417877.jpg?w=1024
Intoxalock is experiencing downtime after a cyberattack on March 14, affecting breathalyzer devices used by 150,000 drivers. The attack has caused calibration delays, leaving some drivers unable to start their vehicles.

An incoherent Rust

The Rust language's coherence and orphan rules cause problems in the ecosystem evolution, making it difficult for new crates to replace existing ones and for alternatives to foundational crates to be made and propagated. Removing coherence altogether and introducing a new syntax to specify which trait impl is used for satisfying a trait bound could allow for overlapping trait impls and solve ...

How I'm Productive with Claude Code

https://neilkakkar.com/assets/images/commit-history-graph.png
The author's work process at Tano changed significantly after joining, shifting from manual pull requests to automation and delegation. They now focus on building infrastructure to support their team, enjoying the fast-paced and efficient workflow.

America tells private firms to “hack back”

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Iranian hacker group Handala breached Stryker, disrupting operations and wiping data on 200,000 servers. This cyber-attack is part of Iran's history of retaliating against American interests in the Middle East.

Dataframe 1.0.0.0

Polars library has reached v1 after 2 years of work, featuring a typed API, Apache Arrow integration, and connectors for large data lakes. The library is now fast and supports data exploration, querying, and integration with AI agents for type-guided data analysis.

American aviation is near collapse?

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The US aviation system is near collapse due to years of disinvestment and political dysfunction, causing long security lines and safety concerns. A partial government shutdown and deployment of ICE agents to airports have exacerbated the crisis, highlighting the need for real reform.

Migrating the American express payment network, twice

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American Express migrated its payments network twice with zero customer-impacting downtime. The migrations involved transitioning live card authorization traffic to a new, modernized platform.

Study: 'Security Fatigue' May Weaken Digital Defenses

https://www.albany.edu/sites/default/files/styles/crop_news_main_image/public/2026-03/sanjay-study2-highres.jpg?itok=ed6PSwfN
New research suggests that repeated exposure to security requirements can lead to "security fatigue," causing employees to become mentally exhausted and disengaged from security practices. To combat this, organizations should provide training, simplify processes, and integrate security into everyday workflows to reduce friction and maintain employee engagement.

Fyn: An uv fork with new features, bug fixes, stripped telemetry

https://opengraph.githubassets.com/cf0fdad432a8f2a752781a1d6af11bd7a2f31a92e1a49e3ea9398efc11b4d27e/duriantaco/fyn
fyn is a fast Python package manager built on uv's foundation, offering improved features and bug fixes. It manages project dependencies and environments with support for lockfiles, workspaces, and more.

Show HN: Cq – Stack Overflow for AI coding agents

https://blog.mozilla.ai/content/images/size/w160/2025/08/peter.jpg
Mozilla AI is developing an open-source platform called cq to share knowledge between AI agents, preventing them from wasting resources and energy by learning from each other's experiences. The goal is to create a sustainable and standardized way for AI agents to share knowledge, ensuring that the benefits of AI are accessible to all without relying on a few big companies.

Jazz CRJ9 at New York on Mar 22nd 2026, collision with fire truck on runway

https://avherald.com/img/jazz_crj9_c-gnjz_new_york_260322_1.jpg
A Jazz Canadair CRJ-900 collided with a fire truck on runway 04 at New York La Guardia airport on Mar 22nd 2026. The accident resulted in the deaths of the captain and first officer, and injuries to 41 people.

Hacker mints $80M USD worth of USR stablecoins

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A hacker exploited Resolv Labs' smart contract, minting $80 million in fake USR stablecoins, but only $25 million was siphoned off. The hack caused USR to crash 80% from $1 to $0.025, making recovery unlikely.

Designing AI for Disruptive Science

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The author argues that AI can help or hinder scientific progress, depending on whether it's designed to discover new concepts or simply optimize existing ones. To achieve paradigm-shifting science, AI must be designed to step outside existing frameworks and explore new ideas.

Intuitions for Tranformer Circuits

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The user is learning mechanistic interpretability to understand why transformer models work on a mathematical level, specifically focusing on the residual stream, attention, circuits, and induction heads in a simplified transformer-based language model. They conceptualize the residual stream as shared memory, where different components of the model perform loads and stores, and attention ...

Show HN: Threadprocs – executables sharing one address space (0-copy pointers)

https://raw.githubusercontent.com/jer-irl/threadprocs/main/servermemory.drawio.svg
This repository contains experimental code for thread-like processes that blend the Posix process model with multi-threading, enabling zero-copy access to pointer-based data structures. The code has limitations, including no support for debugging, ptrace, or signals, and requires careful memory management due to independent libc instances for each threadproc.

Chat GPT 5.2 cannot explain the German word "geschniegelt"

Register or sign in with developer credentials and ensure a unique User-Agent string to access the application. If blocked, try changing back to default User-Agent or file a ticket for assistance.

White-collar AI apocalypse narrative is just another bullshit

https://martynasm.com/wp-content/uploads/2026/03/fredgraph-1.png?w=1024
AI has not replaced customer support jobs as expected, with many companies hiring back after initial layoffs due to the complexity of undecidable cases. Semi-decidable jobs like software engineering are difficult to automate due to their infinite costs and unsolvable problems.

Pentagon Adopts New Limits for Journalists After Court Loss

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The Treasury just declared the U.S. insolvent

https://fortune.com/img-assets/wp-content/uploads/2026/03/GettyImages-2267586624-e1774278717621.jpg?format=webp&w=1440&q=100
The US government is insolvent with $47.78 trillion in liabilities and $6.06 trillion in assets. Its 75-year unfunded social insurance obligation surged by $10.1 trillion in a single year.

A retro terminal music player inspired by Winamp

https://opengraph.githubassets.com/25b80cc9141431a98fccbc4dc77819e8cdc5da5487984a72de52665ed940db8d/bjarneo/cliamp
cliamp is a retro terminal music player with features like spectrum visualizer, parametric EQ, and playlist management. It supports local files, streams, podcasts, and various online music platforms.

Show HN: The King Wen Permutation: [52, 10, 2]

The I Ching's King Wen sequence has a unique cycle decomposition of [52, 10, 2] with no fixed points. This indicates a highly coupled reordering of hexagrams rather than small local swaps.

Digs: iOS app that syncs your Discogs collection and lets you browse it offline

The user created a mobile app called Digs for browsing vinyl collections offline, with features like folder navigation and incremental syncs. The app uses React Native, SQLite, and Discogs API for authentication and data storage, and is available for free on the App Store.

Show HN: Agent Kernel – Three Markdown files that make any AI agent stateful

https://opengraph.githubassets.com/2c813632ac3cc2a57d1706487d21139048500648c4bcbe4baf99544cdf305284/oguzbilgic/agent-kernel
The agent uses three markdown files and a git repo to remember and build on past work without a framework or database. It reads the kernel, updates state and narrative, and adapts to new identities and knowledge.

OnlyFans owner Leonid Radvinsky dies of cancer at 43

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AI boom risks widening wealth divide, says BlackRock's Larry Fink

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BlackRock CEO Larry Fink warns that AI boom may widen inequality as only a few companies and investors reap its rewards. He suggests people invest in stocks to grow wealth, rather than relying on home ownership.

No, Windows Start does not use React

https://pathar.tl/_astro/windows-start-menu.BYdqVhHw_Z16ihMO.webp
Microsoft has released a statement on Windows quality, addressing changes and features in Windows 11, but some users feel it's mostly PR. The company is also improving WinUI for better performance.

IRIX 3dfx Voodoo driver and glide2x IRIX port

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At the moment only SST1 (Voodoo1) is supported on IP32 (O2). Only tested on IRIX 6.5.30 with RM7000C CPU.-driver sources (SST1 and CVG support on IP32) https://github.com/sdz-mods/tdfx_irix-glide2x IRIX port (SST1 on IP32) https://github.com/sdz-mods/glide_irix-hinv wrapper with 3dfx support: https://github.com/sdz-mods/hinv_3dfx

Trump Postpones Iran Energy Strikes for Five Days, Citing "Productive" Talks

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President Donald Trump announced a five-day pause in US military strikes against Iran, citing good conversations between the two countries. The move comes after a critical deadline and amid soaring oil prices, with markets rallying but remaining below pre-war levels.

Flipper Zero gets an AI upgrade

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Flipper Zero, a hacking tool, is getting an AI-powered interface called V3SP3R that lets users enter plain-language prompts to complete tasks. The project aims to make the tool more accessible to non-technical users, but its release has received a tepid response from the Flipper Zero community.

Coke fires worker injured on the job, keeping him would be hard on the company

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Coca-Cola Canada Bottling Limited terminated a 35-year employee after he was seriously injured on the job, citing a rare legal doctrine called "frustration of employment." The employee, Hopkins, claims the company failed to address his warnings about a malfunctioning door that led to his injury.

FCC Adds Routers Produced in Foreign Countries to Covered List

355 Issues of the UK music magazine NME from 1969-1983

Sed, a powerfull mini-language from the 70s

Using sed can feel like programming a text stream with control flow and memory. It can modify files in-place with the -i flag.

The next generation of electricity is almost here

You don't have permission to access "http://www.gatesnotes.com/work/accelerate-energy-innovation/reader/the-next-generation-of-electricity-is-almost-here" on this server.

AI Proteomics Competition 2026 – $13K Prize, Internships and Compute Support

The AI4S Cup is a competition series that focuses on peptide-spectrum matches rescoring, a critical step in proteomics research, with a total prize pool of $13,000. The competition features two tracks and encourages students, early-career researchers, and AI startup teams to participate.

Study: Workers who fall for 'corporate bullshit' may be worse at their jobs

https://i.guim.co.uk/img/uploads/2026/03/17/corporate-01.gif?width=465&dpr=1&s=none&crop=none
A Cornell University study found that workers who are most impressed by corporate speak may be the least equipped to make effective business decisions. The study defines "corporate bullshit" as semantically empty and confusing corporate jargon used to persuade and impress.

Nvidia CEO Jensen Huang says 'I think we've achieved AGI'

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Nvidia CEO Jensen Huang claims they've achieved artificial general intelligence, a term that denotes AI surpassing human intelligence. He believes AGI is now a reality, citing the success of OpenClaw, an open-source AI agent platform.

FCC adds "routers produced in foreign countries" to covered list [pdf]

The US Security Bureau adds routers produced in foreign countries to the Covered List due to national security concerns. This move aims to prevent foreign actors from accessing American homes, businesses, and critical infrastructure.

Talking Liquid Glass with Apple

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Apple's Liquid Glass design system is moving forward, and developers should focus on hierarchy, harmony, and consistency. The system's foundation is solid, and upcoming updates will bring more customization options and maturity.