I now assume that all ads on Apple news are scams

https://i0.wp.com/kirkville.com/wp-content/uploads/2026/02/IMG_0349.jpeg?resize=834%2C615&ssl=1
Apple partnered with Taboola to serve ads in Apple News, but users are seeing scam ads that look like they were generated by AI. The ads are often from recently registered domains, raising concerns about Apple's and Taboola's ad vetting process.

The Waymo World Model

https://images.ctfassets.net/7ijaobx36mtm/2S3Bfbzy16Vo5uHU5kQkFC/05bc9c945a8908eae6d69cb7ead4093e/preview.png?w=420&
Waymo introduces the Waymo World Model, a generative model for hyper-realistic autonomous driving simulation. It leverages Google DeepMind's Genie 3 to simulate rare events and enhance road safety.

TikTok's 'addictive design' found to be illegal in Europe

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OpenCiv3: Open-source, cross-platform reimagining of Civilization III

https://openciv3.org/Dutch_standalone.png
OpenCiv3 is an open-source, cross-platform reimagining of Civilization III with modern graphics and mod capabilities. It's currently in early pre-alpha state with a playable game but lacking many mechanics and late-game content.

A new bill in New York would require disclaimers on AI-generated news content

https://www.niemanlab.org/images/Politico-Newsbox-315x177.jpeg
New York lawmakers introduced the NY FAIR News Act requiring news organizations to label AI-generated content and have humans review it before publication. The bill aims to preserve journalism and protect workers by promoting AI transparency and safeguarding confidential material.

Hackers (1995) Animated Experience

An Update on Heroku

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Heroku transitions to sustaining engineering model focusing on stability and security. Customers can continue using Heroku with no changes to pricing, billing, or functionality.

GitHub Actions is slowly killing engineering teams

The author, a CI expert, criticizes GitHub Actions for its poor usability, slow performance, and complex configuration. They recommend Buildkite as a better alternative.

Microsoft open-sources LiteBox, a security-focused library OS

https://raw.githubusercontent.com/microsoft/litebox/main/.figures/litebox.svg
LiteBox is a sandboxing library OS that reduces attack surface by cutting down the interface to the host. It provides a flexible interface for various use-cases and platforms.

Sheldon Brown's Bicycle Technical Info

If you would like to make a link or bookmark to this page, the URL is: https://www.sheldonbrown.com/index.html Last Updated: by John Allen

Show HN: I spent 4 years building a UI design tool with only the features I use

https://vecti.com/_astro/hero_2.0smouW7w.png
Vecti is a collaborative UX design tool that allows teams to edit and review designs simultaneously with seamless asset sharing. It offers a free plan, pay-per-editor pricing, and features like high-performance rendering and intuitive interface.

Systems Thinking

There are two main software development approaches: gradual evolution of complexity over time and big up-front design with a detailed specification.

Things Unix can do atomically (2010)

UNIX-like/POSIX-compliant operating systems provide atomic operations for thread-safe and multi-process-safe programs without mutexes or locks. These operations include mv -T, link, symlink, open, mkdir, and fcntl, which can be used for file and directory locking, creating new files and directories, and synchronizing access to files.

Show HN: If you lose your memory, how to regain access to your computer?

https://eljojo.github.io/rememory/screenshots/recovery-1.png
User created a tool to securely share files with friends using Shamir's Secret Sharing, allowing any 3 friends to recover the file together. The tool provides a simple, self-contained way for friends to collaborate in file recovery.

How to effectively write quality code with AI

To work effectively with an AI system, document project requirements, specifications, and architecture in detail, including coding standards, best practices, and design patterns. Use standardized formats and visual aids to communicate complex structures and workflows, and develop efficient debug systems to simplify the process for the AI to identify and resolve code issues.

Monty: A minimal, secure Python interpreter written in Rust for use by AI

https://opengraph.githubassets.com/e5e6190b1f7cea385d4286d115a4e626223fc5ef22773c10490dc421d13bcab7/pydantic/monty
Monty is a Python interpreter for safely running LLM generated code with fast startup times and runtime performance similar to CPython. It allows for type checking, resource tracking, and snapshotting of execution state.

Show HN: Look Ma, No Linux: Shell, App Installer, Vi, Cc on ESP32-S3 / BreezyBox

https://camo.githubusercontent.com/f9645483c92e8eb33557ff954e1f0bedcc64f6cb11587012aa4903117895f428/68747470733a2f2f696d672e796f75747562652e636f6d2f76692f776c4473615167574361492f6d617872657364656661756c742e6a7067
User created BreezyBox, a mini-shell for ESP32-S3, with vterm, CWD tracking, and app installer. It's a lightweight alternative to full OS, ideal for hobby makers and those who love small, elegant tech.

NIMBYs aren't just shutting down housing

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Sonja Trauss, Executive Director of YIMBY Law, is being targeted by a NIMBY complaint to the state bar association for sending letters reminding cities of their housing obligations. She argues that her advocacy work is protected by the First Amendment and that NIMBYs are trying to silence her and other YIMBY groups.

Early Christian Writings

Early Christian Writings is a comprehensive site with translations and commentary on Christian texts before 325 AD. It offers browsing by range or category, search, and can be bookmarked for future reference.

Show HN: Artifact Keeper – Open-Source Artifactory/Nexus Alternative in Rust

https://raw.githubusercontent.com/artifact-keeper/.github/main/profile/feature-graphic.png
Artifact Keeper is an open-source artifact registry that can be self-hosted in minutes, offering a drop-in replacement for JFrog Artifactory and Sonatype Nexus with zero feature gates. It supports 45+ package formats and has features like security scanning, SSO, replication, and a WASM plugin system.

Fraud investigation is believing your lying eyes

https://www.bitsaboutmoney.com/content/images/size/w2000/2026/02/order-and-chaos-in-focus.png
A Minnesota social program has been plagued by industrial-scale fraud, with some childcare centers having no children present despite reimbursement paperwork, and the state's own investigators believe over 50% of reimbursements were fraudulent. The financial industry has a better understanding of fraud and its prevention, and the government could benefit from adopting similar strategies, such ...

Invention of DNA "page numbers" opens up possibilities for the bioeconomy

https://caltech-prod.resources.caltech.edu/main/images/Wang_Kaihang-Synthesizing-DN.2e16d0ba.fill-1600x810-c100.jpg
Caltech researchers invented Sidewinder, a technology to write long DNA sequences with high accuracy. This innovation clears a major bottleneck for bioengineering and could have applications in agriculture and therapeutics.

I spent 5 years in DevOps – Solutions engineering gave me what I was missing

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A DevOps engineer left their job after five years to become a Solutions Engineer at Infisical, where they talk to people daily, learn new things, and solve problems. This role combines technical skills with human interaction, providing a sense of fulfillment and challenge.

LLMs could be, but shouldn't be compilers

The author argues that LLMs are not similar to compilers because they lack precise semantics and force users to relinquish control over the underlying system, leading to a lack of functional correctness and potentially dangerous laziness in software development. To mitigate this, the author suggests that specification and verification will become the bottleneck and core skill in software ...

C isn't a programming language anymore (2022)

https://faultlore.com/blah/c-isnt-a-language/abi-kiss.png
The author argues that C's influence on programming languages has created a protocol that makes it difficult for languages to interact with each other and with operating systems, leading to a nightmare of foreign function interfaces and ABI compatibility issues. The author suggests that changing fundamental types like intmax_t would require a new target triple and would likely cause chaos in ...

I reversed Tower of Fantasy's anti-cheat driver: a BYOVD toolkit never loaded

https://vespalec.com/_astro/cover.i5o86z-8_2eOodb.jpg
The Tower of Fantasy game shipped with a kernel driver that has BYOVD capabilities and weak authentication. The driver can be exploited to kill and shield processes from antivirus and EDR agents.

US Immigration on the Easiest Setting

https://i0.wp.com/craphound.com/images/06Feb2026.jpg?w=840&ssl=1
The US immigration system is extremely difficult to navigate, even for those with resources and knowledge, and is being made even more impossible by the use of AI chatbots.

Tell HN: I'm a PM at a big system of record SaaS. We're cooked

A senior PM at a massive SaaS company in California disagrees with comments on the "AI Is Killing B2B SaaS" thread, stating that the real threat to SoR vendors is other SoR vendors, cloud providers, and AI labs, not scrappy startups. SoR teams struggle with fast execution, AI adoption, and attracting top talent, making it difficult to compete with new competitors.

Volkswagen overtook Tesla as Europe's top EV seller in 2025

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Amazon plunge continues $1T wipeout as AI bubble fears ignite sell-off

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Big Tech shares fell over 9% after a hefty spending forecast on AI sparked investor concerns of a bubble. Companies plan to spend $660 billion on AI this year, leading to volatility in shares of AI-related hardware developers.

Waiting for Postgres 19: Better planner hints with path generation strategies [video]

Show HN: R3forth, a ColorForth-inspired language with a tiny VM

https://opengraph.githubassets.com/810e9f059ad38f6509f8780a62964de39fb11e8c53c29ea290f4aeed5828f059/phreda4/r3
R3forth is a minimalist programming language and environment with a lightweight core and native ambitions for speed. It offers a flexible development loop and a rich ecosystem with a powerful suite of libraries.

Oregon raised spending by 80%, math scores dropped

https://www.educationnext.org/wp-content/uploads/2025/02/feb25-blog-daly-img01.png
National NAEP scores show a decade of shrinking academic outcomes, with most progress made from 1990 to 2013 lost by 2022. Despite massive spending, results are discouraging, with some states achieving less despite increased funding.

Wall Street just lost $285B because of 13 Markdown files

https://martinalderson.com/img/saaspocalypse-github-legal-folder.png
The "SaaSpocalypse" began on February 3, 2026, with a $285 billion wipe-off in technology companies, partly due to Anthropic's launch of a legal tool that uses markdown files. This incident highlights a deeper issue where agentic tooling may bypass SaaS, operating on a higher level and potentially replacing professional services, but also creating new opportunities for API-first solutions and ...

FORTH? Really!?

The user suggests using FORTH and associative languages for transformer architectures, allowing local edits and efficient generation. They benchmarked prefix and postfix notations on parity trees, finding postfix outperforms prefix and Opus outperforms Haiku.

Uber Found Liable in Rape by Driver, Setting Stage for Cases

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Bitcoin gets a zero price target in wake of Burry warning

https://static.seekingalpha.com/cdn/s3/uploads/getty_images/1403389740/image_1403389740.jpg?io=getty-c-w630
px-captcha

Man who videotaped himself BASE jumping in Yosemite arrested, says it was AI

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A California man, Jack Propeck, is charged with BASE jumping in Yosemite National Park during the government shutdown. He allegedly made a parachute jump from Glacier Point and posted a video on Instagram, but denied being in the footage.

Show HN: Agent Arena – Test How Manipulation-Proof Your AI Agent Is

The test page contains various hidden attack vectors, including visual hiding and aria-hidden content, attempting to manipulate my behavior.

Introducing the Developer Knowledge API and MCP Server

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Google announced the public preview of the Developer Knowledge API and Model Context Protocol (MCP) server for accessing official developer documentation. These tools provide a machine-readable gateway to Google's documentation, enabling AI assistants to stay current with the latest releases.

How virtual textures work

https://www.shlom.dev/002/crash_tomb_raider_psx.webp
Virtual texturing is a technique that allows massive textures to be rendered in real-time by only loading the parts of the texture that are currently visible on screen, reducing memory and bandwidth usage. This technique is effective in scenarios where texture size vastly exceeds GPU memory, but is not a general upgrade path and is typically used in narrow, data-dominated scenarios.

What's at the Other End of 8.8.8.8?

https://nono.io/images/brian_cunnie_profile.jpg
Google's 8.8.8.8 DNS service uses various Google-owned IP addresses to query upstream nameservers. It also uses random capitalization to prevent DNS cache poisoning.

Solving Shrinkwrap: New Experimental Technique

https://kizu.dev/shrinkwrap-solution/examples/image-example.jpg
The user discusses a CSS technique called "shrinkwrap" that allows an element to shrink to fit its content while maintaining its layout, and explains how to implement it using scroll-driven animations and anchor positioning. The technique involves creating a nested structure with a "shrinkwrap-content" element that determines how the text content wraps, and a "shrinkwrap-probe" element that ...

Masked namespace vulnerability in Temporal

https://cdn.prod.website-files.com/691d9445275873e3d3fc4279/698510503f1e58420a808be3_Screenshot%202026-02-05%20at%201.48.57%E2%80%AFPM.png
A vulnerability in Temporal's ExecuteMultiOperation endpoint allowed attackers to bypass tenant isolation and inject shadow policies. The bug was fixed in v1.27 by enforcing a namespace match between outer and inner operations.

Generative Pen-Trained Transformer

https://avatars.githubusercontent.com/u/48384497
The author is building a wall-mounted polargraph machine called the Generative Pen-trained Transformer (GPenT) to create art on their apartment walls, using a combination of hardware and software components. The machine will be controlled by a Raspberry Pi and a web interface, and will be able to generate art using various algorithms, including a text-to-gcode model and a Gemini instance that ...

Show HN: BioTradingArena – Benchmark for LLMs to predict biotech stock movements

https://www.biotradingarena.com/og-image.png
Configure and run benchmark strategies against the oncology dataset. Edit prompts to experiment with different approaches. See API to run the benchmark yourself and create your own custom strategies.

White House launches direct-to-consumer drug site TrumpRx

https://image.cnbcfm.com/api/v1/image/108262460-1770383887859-gettyimages-2259525568-TRUMPRX_LAUNCH.jpeg?v=1770384067&w=1920&h=1080
President Donald Trump launched TrumpRx, a website offering discounted prescription drugs to cash-paying patients. The site may benefit those without insurance, but savings may be limited for those with insurance coverage.

Monty: A minimal, secure Python interpreter written in Rust for use by AI

https://opengraph.githubassets.com/e5e6190b1f7cea385d4286d115a4e626223fc5ef22773c10490dc421d13bcab7/pydantic/monty
Monty is a Python interpreter for safely running LLM generated code with fast startup times and runtime performance similar to CPython. It allows for type checking, resource tracking, and snapshotting of execution state.

Show HN: Horizons – OSS agent execution engine

https://opengraph.githubassets.com/a41a8f246639049f81aceb8eac223fdc480fb1bd7e3d1751d5dc258a76a5a6e1/synth-laboratories/Horizons
Horizons is a Rust-first runtime for shipping agent systems with event-driven orchestration and auditable actions. It's free to use, modify, and redistribute under a license that converts to Apache 2.0 after two years.

Show HN: Gigacode – Use OpenCode's UI with Claude Code/Codex/Amp

https://repository-images.githubusercontent.com/1141720197/b1c6c52e-91c0-4eb6-ba57-5403ca5d7602
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Show HN: Daily-updated database of malicious browser extensions

https://opengraph.githubassets.com/87153f49646b780453edc902a0ab1b71988fd5bfcecf51daf5068671e2dad699/toborrm9/malicious_extension_sentry
This repository tracks removed Chrome extensions for malware and security issues, filling a gap in outdated public databases. It aggregates data from multiple sources through automated monitoring and community contributions.

The mystery of the mole playing rough (2019) [video]