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How developers are using Apple’s local AI models with iOS 26

Earlier this year, Apple introduced its Foundation Models framework during WWDC 2025, which allows developers to use the company’s local AI models to power features in their applications. The company touted that with this framework, developers gain access to AI models without worrying about any inference cost. Plus, these local models have capabilities such as guided generation and tool calling built in. As iOS 26 is rolling out to all users, developers have been updating their apps to include

TBM 377: Time Allocation ≠ Capacity Allocation

Before we jump in: September Conferences! I’m heading to Enterprise Tech Leadership Summit in Las Vegas: September 23–25, 2025. I’m a huge fan of Gene Kim’s work and the community he has created. Dotwork is sponsoring, so I’ll be “working the booth.” Drop by if you’re around. I’ll also be in Cleveland next week (9th and 10th) for Industry. Would love to meet people in person. Lately, I’ve been researching the mental models, mechanisms, and reporting practices behind ‘capacity’ allocation. At

Wait4X allows you to wait for a port or a service to enter the requested state

Wait4X Wait4X is a lightweight, zero-dependency tool to wait for services to be ready. Perfect for CI/CD, containers, and local development. 📑 Table of Contents Overview Wait4X helps you wait for services (databases, APIs, message queues, etc.) to be ready before your app or script continues. It's ideal for: CI/CD pipelines : Ensure dependencies are up before tests run : Ensure dependencies are up before tests run Containers & orchestration : Health check services before startup : Health c

Google’s experimental Windows app is better than Microsoft’s built-in search

Google has so many products that it can be near-impossible to keep track. And yet, the company has rarely created desktop apps to go with those services. There are a handful, like Drive and Quick Share, but the company's flagship product is only now coming to the desktop. The new Google app for Windows is available now, allowing you to search the web, Google Drive, and even your local files. The company stresses that the new app is experimental—it's limited to personal Google accounts, and you

Experimental Google app brings web and local search to your Windows PC

Google has so many products that it can be near-impossible to keep track. And yet, the company has rarely created desktop apps to go with those services. There are a handful, like Drive and Quick Share, but the company's flagship product is only now coming to the desktop. The new Google app for Windows is available now, allowing you to search the web, Google Drive, and even your local files. The company stresses that the new app is experimental—it's limited to personal Google accounts, and you

Myocardial infarction may be an infectious disease

According to the recently published research, an infection may trigger myocardial infarction. Using a range of advanced methodologies, the research found that, in coronary artery disease, atherosclerotic plaques containing cholesterol may harbour a gelatinous, asymptomatic biofilm formed by bacteria over years or even decades. Dormant bacteria within the biofilm remain shielded from both the patient’s immune system and antibiotics because they cannot penetrate the biofilm matrix. A viral infect

Heart attacks may be triggered by bacteria

According to the recently published research, an infection may trigger myocardial infarction. Using a range of advanced methodologies, the research found that, in coronary artery disease, atherosclerotic plaques containing cholesterol may harbour a gelatinous, asymptomatic biofilm formed by bacteria over years or even decades. Dormant bacteria within the biofilm remain shielded from both the patient’s immune system and antibiotics because they cannot penetrate the biofilm matrix. A viral infect

Court rejects Verizon claim that selling location data without consent is legal

Verizon lost an attempt to overturn a $46.9 million fine for selling customer location data without its users' consent. The US Court of Appeals for the 2nd Circuit rejected Verizon's challenge in a ruling issued today. The Federal Communications Commission fined the three major carriers last year for violations revealed in 2018. The companies sued the FCC in three different courts, with varying results. AT&T beat the FCC in the reliably conservative US Court of Appeals for the 5th Circuit, whi

Court rejects Verizon claim that selling location data without consent is legal

Verizon lost an attempt to overturn a $46.9 million fine for selling customer location data without its users' consent. The US Court of Appeals for the 2nd Circuit rejected Verizon's challenge in a ruling issued today. The Federal Communications Commission fined the three major carriers last year for violations revealed in 2018. The companies sued the FCC in three different courts, with varying results. AT&T beat the FCC in the reliably conservative US Court of Appeals for the 5th Circuit, whi

Dotter: Dotfile manager and templater written in Rust

What is Dotter? Dotter is a dotfile manager and templater. Dotfiles are configuration files that usually live in the home directory and start with a dot. Often times, it is desirable to have a backup of all the configurations on your system, which is why a lot of users have their dotfiles saved in a git repository, then symlinking them to their target locations using ln -s . However, there are several issues with that barebones approach: Hard to keep track of what comes from where once you h

X Design Notes: Unifying OCaml Modules and Values

In 2020, I released Cubiml, showing how to combine full type inference with structural subtyping in an ML-like language, and earlier this year, I followed it up with PolySubML, extending it with higher rank types and existential types among other features. For my next language (which I’ll call X here, since I haven’t chosen a name yet), I set the ambitious goal of supporting all of OCaml’s most notable functionality on top of everything PolySubML already supports. In this post, I will talk about

Topics: foo let module ocaml type

Default musl allocator considered harmful to performance

TLDR: In a real world benchmark, the default musl allocator caused a 7x slowdown compared to other allocators. I recommend all Rust projects immediately add the following lines to their application’s main.rs : // Avoid musl's default allocator due to lackluster performance // https://nickb.dev/blog/default-musl-allocator-considered-harmful-to-performance #[cfg(target_env = "musl" )] #[global_allocator] static GLOBAL : mimalloc ::MiMalloc = mimalloc::MiMalloc; And Cargo.toml [ target . 'cfg(ta

Show HN: Open-sourcing our text-to-CAD app

CADAM A Text to CAD Web Application What it does: Generates parametric 3D models from natural language descriptions, with support for both text prompts and image references Outputs OpenSCAD code with automatically extracted parameters that surface as interactive sliders for instant dimension tweaking Separate agents for conversation and code generation; simple parameter tweaks bypass AI entirely using deterministic regex-based updates Exports as .STL or .SCAD Runs fully in-browser by comp

They know where you are: Cybersecurity and the shadow world of geolocation

Tony Soprano knew. When one of his follow poker players in season 5, episode 4 of The Sopranos asks Tony how he likes his new Cadillac Escalade, the fictional mobster responds, “I love it. After I pulled out that global positioning [system].” OK, his language was a little more spicy than “system,” but the point is that Tony knew the dangers of being trackable. The rest of us might not have the same concerns Tony had about being findable just about anywhere, but we should all realize how danger

Indices, not Pointers

Indices, not Pointers There is a pattern I’ve learned while using Zig which I’ve never seen used in any other language. It’s an extremely simple trick which - when applied to a data structure - reduces memory usage, reduces memory allocations, speeds up accesses, makes freeing instantaneous, and generally makes everything much, much faster. The trick is to use indices, not pointers. This is something I learned from a talk by Andrew Kelley (Zig’s creator) on data-oriented design. It’s used in Z

Chatbots can be manipulated through flattery and peer pressure

Generally, AI chatbots are not supposed to do things like call you names or tell you how to make controlled substances. But, just like a person, with the right psychological tactics, it seems like at least some LLMs can be convinced to break their own rules. Researchers from the University of Pennsylvania deployed tactics described by psychology professor Robert Cialdini in Influence: The Psychology of Persuasion to convince OpenAI’s GPT-4o Mini to complete requests it would normally refuse. Th

Vocal Image is using AI to help people communicate better

With 4 million app downloads, Estonia-based startup Vocal Image aims to help people improve their voice and communication skills with AI-powered coaching. But out of its 160,000 active users, it may be its CEO, Nick Lahoika, who best embodies its mission. Lahoika was born in Belarus, didn’t speak English until his relocation to Estonia, and once struggled with speaking anxiety. Yet, he went on to “win a lot of pitch competitions” on behalf of the voice coaching startup, which was inspired by hi

Show HN: Grammit – Local-only AI grammar checker (Chrome extension)

Check your grammar and refine your writing with local AI. ✦ AI-Powered Corrections Grammit's AI is great at correcting spelling and grammar mistakes. But it also catches other errors. Did you accidentally write "The theory of evolution was developed by Charles Dickens"? No worries, Grammit will correct that to "Charles Darwin". ✦ AI Rephrasing and Drafting You can ask Grammit to help you with your writing tasks. Just ask it to rephrase your writing to make it more professional and it will do th

Netflix sets opening dates for its destination entertainment hubs

We now have the opening dates for Netflix's branded entertainment complexes that we first learned of in 2023. The 100,000-square-foot amusement centers will be centered around all things Netflix and will include a retail component, a restaurant called Netflix Bites and numerous "immersive story-driven experiences" based on the company's most successful properties. The Netflix House in Philadelphia will open November 12 at the King of Prussia Mall, and the Dallas location will open December 11 a

MCP Gateway and Registry

MCP Gateway Model Context Protocol gateway & proxy - unify REST, MCP, and A2A with federation, virtual servers, retries, security, and an optional admin UI. ContextForge MCP Gateway is a feature-rich gateway, proxy and MCP Registry that federates MCP and REST services - unifying discovery, auth, rate-limiting, observability, virtual servers, multi-transport protocols, and an optional Admin UI into one clean endpoint for your AI clients. It runs as a fully compliant MCP server, deployable via P

Recreationally overengineering my location history

2025-08-19 overengineering, software It’s been a while since I published my last #overengineering blog post. That’s not because I didn’t overengineer things, I was busier starting projects as opposed to finishing projects. Today, we shall fix this lack of content. I like data. That’s about as surprising as the sun rising in the morning. A big part of that is visualizing various aspects of my life. I consider myself lucky enough to be able to travel quite a bit, so I always liked having a visua

One UI 8 could let you silence the most annoying system indicator (APK teardown)

Paul Jones / Android Authority TL;DR One UI 8 may add an option to hide the location icon in the status bar when only system apps are accessing it. The icon would still appear when third-party apps access your location, alerting you to unexpected behavior. The change addresses complaints from Galaxy owners about the icon being almost constantly on since One UI 7. For months, Galaxy owners have complained about the location icon constantly lighting up in the status bar, often triggered by Sam

Can’t recall that café from Tuesday? Google Maps has a new feature to jog your memory (APK teardown)

Rita El Khoury / Android Authority TL;DR The You tab in Google Maps has a new section called “Your recent places.” This section shows a list of all the recent places you visited. You can sort through locations with various types of filters, save a location, share a location, and delete a location from your history. Having trouble remembering the store you went to a few days ago? Or maybe you want to share the location of a restaurant you ate at the other day. Google Maps is getting a feature

Google Maps, Find Hub on the Pixel 10 just gained satellite-based live location sharing powers

TL;DR With the launch of the Pixel 10 series, both Find Hub and Google Maps now support satellite-based live location sharing. Pixel 10 users can send their live location even without cellular coverage, using Skylo’s satellite network. Google Maps, Find Hub, and Messages will also support live location sharing on the Pixel 10 with T-Mobile’s T-Satellite. Soon, other devices on T-Satellite will also get this feature on the above apps. As part of the Find Hub rebrand announced at Google I/O, Go

The Download: churches in the age of AI, and how to run an LLM at home

On a Sunday morning in a Midwestern megachurch, worshippers step through sliding glass doors into a bustling lobby—unaware they’ve just passed through a gauntlet of biometric surveillance. High-speed cameras snap multiple face “probes” per second, before passing the results to a local neural network that distills these images into digital fingerprints. Before people find their seats, they are matched against an on-premises database—tagged with names, membership tiers, and watch-list flags—that’s

Topics: big just llm local story

Life360 adds a new no-show notification to its app

Location-tracking app Life360 announced today that it is adding a new notification to its app that lets users know when a friend or a family member doesn’t arrive at a particular location at a designated time. This feature aims to help users from constantly tracking the location of someone to check if they reached a place safely. Life360 said it is launching the new no-show notification during the back-to-school season to reduce parents’ stress about their children getting to school. The compan

Improvements to OCaml code editing: the basics of a refactor engine

Refactoring features have contributed to the popularity of editors like IntelliJ, as well as certain programming languages whose editor support offers interactive mechanisms to manage code — Gleam being an excellent example. Even though OCaml has some features related to refactoring (such as renaming occurrences, substituting typed holes with expressions, and case analysis for pattern matching), the goal of my internship was to kickstart work on a robust set of features to enable the smooth inte

Amazon now sells used Hertz rental cars

is a news writer focused on creative industries, computing, and internet culture. Jess started her career at TechRadar, covering news and hardware reviews. Posts from this author will be added to your daily email digest and your homepage feed. Hertz has announced that it will start selling used cars from its rental business on Amazon Autos. The company’s pre-owned vehicles are now available in Dallas, Houston, Los Angeles, and Seattle, according to a new page on Hertz’s website, with “more loc

CRLite: Certificate Revocation Checking in Firefox

Firefox is now the first and the only browser to deploy fast and comprehensive certificate revocation checking that does not reveal your browsing activity to anyone (not even to Mozilla). Tens of millions of TLS server certificates are issued each day to secure communications between browsers and websites. These certificates are the cornerstones of ubiquitous encryption and a key part of our vision for the web. While a certificate can be valid for up to 398 days, it can also be revoked at any p

A renovation project in Turkey led to the discovery of a lost city (2023)

We live cheek by jowl with undiscovered worlds. Sometimes the barriers that separate us are thick, sometimes they’re thin, and sometimes they’re breached. That’s when a wardrobe turns into a portal to Narnia, a rabbit hole leads to Wonderland, and a Raquel Welch poster is all that separates a prison cell from the tunnel to freedom. A Fateful Swing of the Hammer Those are all fictional examples. But in 1963, that barrier was breached for real. Taking a sledgehammer to a wall in his basement, a