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Prompting LLMs is not engineering

Prompting LLMs is not engineering published in: With the proliferation of AI models and tools, there's a new industry-wide fascination with snake oil remedies called "prompt engineering". As of July 2025 the term is now "context engineering" or "context prompting" or "context manipulation". To put it succinctly, prompt engineering is nothing but an attempt to reverse-engineer a non-deterministic black box for which any of the parameters below are unknown: training set weights constraints o

Show HN: AirBending – hand gesture based macOS app MIDI controller

As a standard MIDI controller, AirBending works seamlessly with any digital audio workstation (DAW) including Logic Pro, Ableton Live, Pro Tools, Cubase, and more. Connect to external hardware synthesizers, software instruments, and effects processors. No special drivers or plugins required—just standard MIDI communication that every music production setup understands. Advanced Preset Manager AirBending offers a sophisticated preset system that allows you to customize every aspect of your gest

Today's NYT Connections Hints, Answers and Help for July 5, #755

Looking for the most recent Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections: Sports Edition and Strands puzzles. Today's NYT Connections puzzle has a few tough, and a few easy categories today. Read on for clues and today's Connections answers. The Times now has a Connections Bot, like the one for Wordle. Go there after you play to receive a numeric score and to have the program ana

Prime Day deal: Pick up this Roomba combo robot vacuum and mop while it's nearly 50 percent off

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . Prime Day 2025 begins soon on July 8, but members can already save on a bunch of tech available on Amazon's site. One such early deal is on the Roomba Robot Vacuum and Mop Combo, which is down to $140 for Prime members right now. That's nearly half off its usual price and a far cry fro

Microsoft is closing its local operations in Pakistan

Microsoft is closing its operations in Pakistan, marking the end of a 25-year presence in the South Asian nation. The Redmond-based company on Friday told TechCrunch that it is changing its operational model in Pakistan and will now serve its customers through resellers and “other closely located Microsoft offices.” “Our customer agreements and service will not be affected by this change,” a Microsoft spokesperson said in an emailed statement. “We follow this model successfully in a number of

New Gemini icon comes to Android and iPhone

Updates this week to the Gemini app on Android and iPhone introduce a new app icon that adopts the four Google colors. The new four-color logo takes after every other Google icon. It’s still predominantly blue at the right, while the other points are red, yellow, and green. There’s also a nice gradient at center-left like the current ‘G’ icon. The four points are rounded and not as sharp as before for a friendlier look. At small sizes, like on your homescreen, it means the icon doesn’t fade ou

Microsoft Is Eliminating Passwords in August: Here's What You Need to Do to Prepare

In June, Microsoft Authenticator stopped letting users create new passwords. In July, it turned off the autofill password function. And in August, the login app will stop supporting passwords entirely, moving to more secure passkeys, such as a PIN, fingerprint or facial recognition. Attila Tomaschek, CNET's software senior writer and digital security expert, says that passkeys are a safer alternative to the risky password habits practiced by 49% of US adults, according to a recent survey by CNE

The best earbuds we’ve tested for 2025

is a former senior reviewer who worked at The Verge from 2011 until May 2025. His coverage areas included audio (Sonos, Apple, Bose, Sony, etc.), home theater, smartphones, photography, and more. Editor’s note: Amazon Prime Day kicks off on July 8th; however, if you want to get a head start on your online shopping, we’ve rounded up the best early Prime Day deals you can already get. It’s hard to buy a bad pair of wireless earbuds these days, and with constant discounts and deals wherever you l

Ingram Micro suffers global outage as internal systems inaccessible

IT giant Ingram Micro is experiencing a global outage that is impacting its websites and internal systems, with customers concerned that it may be a cyberattack after the company remains silent on the cause of the issues. Ingram Micro is one of the largest business-to-business technology distributors and service providers in the world, offering hardware, software, cloud, logistics, and training solutions to resellers and managed service providers worldwide. The company employs around 24,000 pe

Show HN: A cross-platform terminal emulator written in Java

ForceTerm The Terminal Strikes Back. Fully featured terminal based on jediterm. Usage Download and run a binary Head over to the releases section. We provide MSI installers for Windows, zipped appliation bundles for macOS and AppImage self-contained executables for Linux. Run from source There are two ways to run the application from source. Variant 1 (Linux and macOS only): ./gradlew clean create ./scripts/forceterm Variant 2 (cross-platform): ./gradlew pinpitRun Hacking To work on

Rust and WASM for Form Validation

In recent years, Rust and WebAssembly have become much more usable for pure backend-style engineers. When I say “pure backend-style”, I mean people who never wrapped their heads around React, SPAs, and all that stuff. This, unsurprisingly, includes me. For a very long time, in order to use WASM you were strongly guided towards using Webpack and a whole array of Node-related tools in order to just get started. These days, luckily, the story has become much more streamlined. In today’s tutorial,

We Found the 8 Most Common Foods With Microplastics

Microplastics are the latest hidden hazard worry for the world -- and now they've even been found in chewing gum. UCLA researchers have found that every time we chew gum, microplastics are released directly into our mouths. In addition to that, a new study published in Chemistry for Life tested 10 chewing gum brands and found every single one contained microplastics. This was found to be the case with both natural and synthetic varieties. A gram of gum releases around 100 microplastics on averag

The Ploopy Knob is an open-source control dial for your PC

is a senior reporter who’s been covering and reviewing the latest gadgets and tech since 2006, but has loved all things electronic since he was a kid. Ploopy has announced another desktop accessory called the Ploopy Knob that can function like a control dial for adjusting volume, scrolling documents, or scrubbing through media on a computer. The Canadian company isn’t exactly a household name like Logitech, but Ploopy’s open-source peripherals offer a lot of customizability, and like its mouse

Beachgoers Startled by Rare Cloud That Looks Exactly Like a Giant Tsunami Wave

Beachgoers Startled by Rare Cloud That Looks Exactly Like a Giant Tsunami Wave "They look scarier than they really are." Cloud Nein A viral video making the rounds on social media shows beachgoers in Portugal encountering an enormous and unnervingly tsunami-like cloud rolling in. Footage shows an enormous, foreboding wall of dark clouds rapidly approaching a lush beach. It was frightening enough for plenty of beachgoers to pack up their belongings and seek shelter away from the waterfront.

Serving 200M requests per day with a CGI-bin

In the early 2000s, we used to write a lot of CGI programs. This was the primary way to make websites dynamic at the time. These CGI programs were usually written in Perl, but sometimes in C or other languages to increase performance. The CGI mechanism is conceptually simple but powerful. When the web server receives an incoming request for a CGI script (e.g. /~jakegold/cgi-bin/guestbook.cgi ), it: Sets up environment variables containing request metadata (HTTP headers, query parameters, requ

Why I left my tech job to work on chronic pain

A “grey” matter I had just about finished moving into my new home in the winter of 2020, when all of a sudden - my right Achilles started feeling pretty sore! For the next 4 years, I continued to accumulate weird and persistent pains in different parts of my body. Next it was my other Achilles, then my voice, which was followed by my right shoulder, then back to both of my Achilles and then both of my hands/forearms/elbows. My body felt like a block of swiss cheese. Beyond being well, painful

Eero Pro 7 Review: Great Mesh Networking, Even if You Don’t Have Wi-Fi 7

It’s been years since I had consistently shitty Wi-Fi in my home. Around the time that Apple discontinued its AirPort routers in 2018, I cobbled together a mesh network comprised of a second-generation Eero Pro and one of the company’s entry-level Eeros. I’ve upgraded a couple of times since then, getting higher throughput and a couple extra bells and whistles, but generally the experience has been a stable one that’s asked little of me. Now, having spent some time with the Wi-Fi 7-capable Eero

Topics: eero fi pro router wi

Community Confused by "Rizzbot" Walking Around With Cowboy Hat and Chain, Complimenting Their Outfits in Gen Alpha Slang

Community Confused by "Rizzbot" Walking Around With Cowboy Hat and Chain, Complimenting Their Outfits in Gen Alpha Slang "Yo G, that sleeveless plaid shirt is straight bangin.'" Flex Zone A cowboy hat-toting bipedal robot, dubbed "Jake the Rizzbot," is wandering the streets of Austin, Texas, turning heads and flinging compliments using some truly cringeworthy — and equally hilarious — Gen Alpha slang. Videos on social media show the robot approaching strangers to compliment their appearance.

Google expands Material 3 Expressive redesign to more Android settings

Ryan Haines / Android Authority TL;DR The latest Android System Intelligence app update brings Material 3 Expressive design changes to more Android settings. The build introduced revamped settings pages for Now Playing, At a Glance, Live Translate, Apps in Search, and Live Captions. These changes are live on devices running the latest Android 16 QPR1 beta update. After rolling out Material 3 Expressive design changes to several apps in recent weeks, Google is now shipping an update for the A

Show HN: BunkerWeb – the open-source and cloud-native WAF

Introduction Overview Make your web services secure by default! BunkerWeb is a next-generation, open-source Web Application Firewall (WAF). As a full-featured web server (based on NGINX under the hood), it protects your web services to make them "secure by default." BunkerWeb integrates seamlessly into your existing environments (Linux, Docker, Swarm, Kubernetes, …) as a reverse proxy and is fully configurable (don't panic, there is an awesome web UI if you don't like the CLI) to meet your s

Ready for Apple Glasses? Apple Is Expected to Launch More Tech for Your Eyes

Bridget Carey Editor at Large Bridget Carey is an award-winning reporter who helps you level-up your life -- while having a good time geeking out. Her exclusive CNET videos get you behind the scenes as she covers new trends, experiences and quirky gadgets. Her weekly video show, "One More Thing," explores what's new in the world of Apple and what's to come. She started as a reporter at The Miami Herald with syndicated newspaper columns for product reviews and social media advice. Now she's a mo

Rocket Report: Japan’s workhorse booster takes a bow; you can invest in SpaceX now

Welcome to Edition 8.01 of the Rocket Report! Today's edition will be a little shorter than normal because, for one day only, we celebrate fake rockets—fireworks—rather than the real thing. For our American readers, we hope you have a splendid Fourth of July holiday weekend. For our non-American readers, you may be wondering what the heck is happening in our country right now. Alas, making sense of <waves hands> all this is beyond the scope of this humble little newsletter. As always, we welcom

The Loop Micro is my new favorite bicycle phone mount

is a deputy editor and Verge co-founder with a passion for human-centric cities, e-bikes, and life as a digital nomad. He’s been a tech journalist for 20 years. Bicycle phone mounts have been a regular part of my life in bike-obsessed Amsterdam ever since 2008, when I got my first phone with built-in GPS and turn-by-turn navigation. I’ve used dozens of mounts since, until they were either lost, broken, or stolen, or something better emerged. I could have saved a ton of money and annoyance had

EU says it will continue rolling out AI legislation on schedule

The European Union on Friday said it will stick to its timeline for implementing its landmark AI legislation, in response to a concerted effort by over a hundred tech companies to delay the bloc’s AI rules, Reuters reported. Tech companies from across the world, including giants like Alphabet, Meta, Mistral AI and ASML have been urging the European Commission to delay rolling out the AI Act, saying it will hurt Europe’s chances to compete in the fast-evolving AI arena. “I’ve seen, indeed, a lo

Topics: act ai european lot risk

The Lymow One robot lawn mower can do it all, and this Prime Day is the best time to get one

Now that summer is here, it’s the perfect time to enjoy the outdoors before the cooler fall and winter months arrive. If you love hosting backyard gatherings, you know how much work it takes to prepare your yard for these parties. And while the warm weather is perfect for relaxing, it can be challenging when you’re pushing a heavy lawnmower around for hours. That’s exactly where Lymow can help make things easier and more enjoyable. The Lymow One is a high-performance robot lawn mower that compl

I test all the best Android phones every year, and these are the ones you should buy in 2025

It’s a funny thing, this idea of calling something the best. After all, everyone wants to think that their favorite of anything is the best — the best album, book, or cup of coffee — but that can’t always be true. And, when you apply the idea of being the best to a category as wide open as Android phones, which can come in different shapes, sizes, and prices, the task becomes even greater. However, I think I have a pretty good idea of what makes an Android phone great. I test and review dozens

YouTube adds a new Shorts feature that you should probably avoid

Rita El Khoury / Android Authority TL;DR YouTube is rolling out an accessibility-based feature that allows vertical Shorts videos to play in a landscape orientation. The Rotate Shorts option changes UI elements for sideway viewing but shrinks the video so much. This feature is likely intended for users with motor impairments or specific setups like mounted landscape-mode devices. By design, YouTube Shorts, just like Instagram Reels and TikTok videos, are all vertical videos. They’re meant to

All of the best 4th of July Apple deals

Here is your collection of the best Apple deals up for grabs for the July 4th 2025. While we are still a few days away from the start of the major summer sales, including Amazon’s Prime Day event, there are some seriously notable discounts live right now on current-generation iPads, $150 off the M4 MacBook Air lineup, Apple Pencil Pro, AirPods Max, and more. You’ll also find a collection of discounts across other products categories waiting down below as well, from accessories and storage gear t

Topics: apple deals ipad m4 pro

This $120 Android tablet proves you don't need to spend hundreds for a mobile entertainment device

ZDNET's key takeaways A fantastic Android 15 tablet that you can now pick up for only $120 It features a large 5,000mAh battery that gives this a decent runtime. Comes with a folio case, keyboard, stylus, and even a mouse. $219.99 at Amazon It amazes me just how much bang for your buck you can get if you choose an Android tablet over an iPad these days. While the cheapest new iPad will set you back at least $300, you can get some absolutely amazing deals if you're happy to go with Android. A

How AI on Microcontrollers Works: Operators and Kernels

The buzz around “edge AI”, which means something slightly different to almost everyone you talk to, is well past reaching a fever pitch. Regardless of what edge AI means to you, the one commonality is typically that the hardware on which inference is being performed is constrained in one or more dimensions, whether it be compute, memory, or network bandwidth. Perhaps the most constrained of these platforms are microcontrollers. I have found that, while there is much discourse around “running AI