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Reflections on 2 years of CPython's JIT Compiler

Reflections on 2 years of CPython’s JIT Compiler: The good, the bad, the ugly 5 July 2025 This blog post includes my honest opinions on the CPython JIT. What I think we did well, what I think we could have done better. I’ll also do some brief qualititative analysis. I’ve been working on CPython’s JIT compiler since before the very start. I don’t know how long that is at this point … 2.5, maybe almost 3 years? Anyways, I’m primarily responsible for Python’s JIT compiler’s optimizer. Note that

Memstop: Use LD_PRELOAD to delay process execution when low on memory

Memstop A lightweight LD_PRELOAD shared object that delays process execution when system memory is critically low. Memstop monitors available memory and waits until a configurable percentage of memory becomes available before allowing the application to start. Purpose Memstop is designed to prevent crashes caused by memory exhaustion in parallel processing systems. It can be particularly useful in: Parallel build systems (like make -j ) where you want to prevent the build from failing due to

Best 5 Prime Day Kitchen Deals (2025): Breville, Ooni, Oxo

Amazon Prime Day sales are timed for early summer—the time of enjoyment. The time you spoil yourself. Most of the best Prime Day kitchen deals I recommend here are the ones that WIRED staff members use in their own kitchens, and love in their own lives. The Breville Barista Express ($550), on sale for $200 off, is also the one that has served WIRED reviewer Julian Chokkattu ably for more than five years. Our favorite air fryer, the Typhur Dome 2 ($285) is the basket air fryer I've kept proudly o

Reflections on 2 years of CPython's JIT Compiler: The good, the bad, the ugly

Reflections on 2 years of CPython’s JIT Compiler: The good, the bad, the ugly 5 July 2025 This blog post includes my honest opinions on the CPython JIT. What I think we did well, what I think we could have done better. I’ll also do some brief qualititative analysis. I’ve been working on CPython’s JIT compiler since before the very start. I don’t know how long that is at this point … 2.5, maybe almost 3 years? Anyways, I’m primarily responsible for Python’s JIT compiler’s optimizer. Note that

OnePlus launches five new products, including Buds 4 and smaller Watch 3 for the US

is a news editor with over a decade’s experience in journalism. He previously worked at Android Police and Tech Advisor. OnePlus has launched five new products today, including the midrange Nord 5 phone and a smaller version of its Watch 3 wearable. The 43mm version of the Watch 3 and the new Buds 4 earbuds are the only new products launching in the US, with the others going on sale in Europe and India. The Watch 3 43mm is exactly what it sounds like: a more compact version of the existing One

If You’re a Prime Member and Coffee Lover, the Breville Espresso Machine Is Selling for Peanuts on Prime Day

Prime Day is now the best time of year to score big savings on high-end brands, even eclipsing Black Friday prices. From Apple computers to Samsung phones to Breville coffee makers, Amazon is slashing prices on the most popular and newest models. The Breville Barista Express Espresso machine is one such example—Amazon has cut almost all its margin on this best seller, dropping it down to an all-time low price. You can now get the Barista Express for $549, down from its usual $749 which is a mas

Best VPN for Japan: Boost Your Privacy and Unblock Global Streaming Content

Why we like it ExpressVPN is the best overall VPN by CNET and the best VPN for Japan. We like that Express demonstrates a steadfast commitment to privacy and transparency. It’s a safe choice for privacy-conscious VPN users and also a fantastic option for casual users because it’s extremely simple to use, fast and excellent for streaming. ExpressVPN has servers in Osaka, Shibuya, Yokohama and Tokyo locations. In addition to ExpressVPN’s excellent coverage in Japan, there are also servers in 18 d

Operators, Not Users and Programmers

This post is part 0 of a multi-part series called “the computer of the next 200 years”. the modern distinction between “programmers” and “users” is evil and destroys agency. consider how the spreadsheets grow🔗 spreadsheets are hugely successful. Felienne Hermans, who has spent her career studying spreadsheets, attributes this success to "their immediate feedback system and their continuous deployment model": the spreadsheet shows you its result as soon as you open it, and it requires no steps

YouTube Premium offers many more perks that I didn’t know I was paying for

Rita El Khoury / Android Authority I’ve been subscribed to YouTube Premium for many years now, and yet I didn’t know what I was exactly paying for. In my mind, I always associated Premium with an ad-free experience; being able to get rid of all those pesky long and interrupting ads before or while watching a video is alone worth the price. Adding the family benefits for my husband, and the fact that this works everywhere, including on our TVs, makes it more of a no-brainer. Even though I don’t

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

The ITTAGE indirect branch predictor

While investigating the performance of the new Python 3.14 tail-calling interpreter, I learned (via this very informative comment from Sam Gross) new (to me) piece of performance trivia: Modern CPUs mostly no longer struggle to predict the bytecode-dispatch indirect jump inside a “conventional” bytecode interpreter loop. In steady-state, assuming the bytecode itself is reasonable stable, modern CPUs achieve very high accuracy predicting the dispatch, even for “vanilla” while / switch -style inte

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

Elon Musk Rekindles Trump Criticism, Attacks ‘Big, Beautiful Bill’

The long-simmering feud between President Donald Trump and his former ‘first buddy’ Elon Musk is showing signs of boiling over once more. Following the passing of Trump’s signature “One Big Beautiful Bill” that will offer tax breaks to the wealthy while kicking millions off of Medicaid, Musk publicly supported Senator Rand Paul’s criticism (one of the few Republican ‘no’ votes in the Senate), specifically Paul’s assertion that the bill would ‘explode the deficit. Rand posted on X, “The Big Not-

Compression Dictionary Transport

Algorithms like Brotli compression and Zstandard compression achieve even greater efficiency by allowing the use of dictionaries of commonly encountered strings, so you don't need any copies of them in the compressed resource. These algorithms ship with a predefined default dictionary that is used when compressing HTTP responses. Compression Dictionary Transport builds on this by enabling you to provide your own dictionary which is especially applicable to a particular set of resources. The com

This is the letter Donald Trump sent Apple to keep TikTok on the App Store

Tony Tan, a Google shareholder, has obtained and published a set of letters the Trump administration sent to multiple tech companies, essentially saying: don’t worry about the law, the president has your back, keep TikTok online. However, Mr. Tan disagrees. And he’s taking legal action to prove it. A bit of back story The TikTok ban has had more ups and downs than any busy person would care to follow. For today’s news, here’s the part that matters: Towards the end of his term, President Bide

These Are the Easiest Ways to Watch YouTube Videos Without Internet

There's a good chance you've used YouTube to watch a video at least once in the past month. Over 2.7 billion people use the online video platform every month, according to research from the digital marketing firm Global Media Insight. But if you're going somewhere with limited internet or trying to conserve data on your phone plan, you might want to download some YouTube videos to entertain yourself. Luckily, there are ways to download YouTube videos to watch offline. Subscribing to YouTube Pre

Google Messages could give profile pages a dash of Material 3 Expressive personality (APK teardown)

Edgar Cervantes / Android Authority TL;DR In addition to other areas of the Google Messages app, Google is testing Material 3 Expressive design changes for the profile section. The profile section will soon feature updated buttons that change shape and include tap animations. Android 16 is here, but most of its Material 3 Expressive changes will be coming with the Android 16 QPR1 release later in the year. However, that doesn’t stop apps from updating themselves with Material 3 Expressive ele

Paramount Plus Is Basically Free for 2 Months With This July 4th Deal

There’s no shortage of streaming services out there, which makes it tough to stay loyal to just one. Apple TV has Severance, Netflix gave us Squid Game, and Yellowjackets is a must-watch on Paramount. If you’re tired of hopping between subscriptions or just want to save a few bucks, there’s a limited-time Fourth of July deal that might help. Right now, you can snag Paramount Plus Essential or Paramount Plus Premium for just $0.99 per month for two months, down from the usual $8 and $13 a month,

The Motorola Razr 2025 is over $120 off, but only in this color

Ryan Haines / Android Authority Motorola democratized foldable flip phones. Its base Razr models come with more modest specs, but still offer that exciting form factor, and a great experience. All at a much more reasonable price point. Want to save even more? Check out this deal on the Motorola Razr 2025. Buy the Motorola Razr 2025 in Pantone Spring Bud for just $589.29 ($120.46 off) This offer is available from Amazon. The deal is only available for the Pantone Spring Bud color version. All o

Greenworks Electric Pressure Washer Combo Kit for 55% Off Is Listed in Best Buy’s Top Deals for 4th of July

If you’re tired of scrubbing your patio furniture by hand, using half a bottle of detergent just to clean your car, or watching mildew slowly take over your driveway, it might be time to bring in some backup. Pressure washers are one of those things that, when you first use one, you see exactly why they’re so useful. But unfortunately, they can also be quite expensive. That’s why if you plan on getting one, you should make sure you can save some significant money. You can get the Greenworks Ele

Paramount Plus slashes prices to $2 for two months

If you’re looking for an affordable way to kick off your July 4th weekend, Paramount Plus has a deal worth checking out. Just in time for the July 17th premiere of the third season of Star Trek: Strange New Worlds, new subscribers can enjoy two months of Paramount Plus Premium (normally $12.99 per month) or Plus Essential (regularly $7.99 a month) for just $0.99 per month as part of the Summer Sale. Either deal includes all the features of the base Paramount Plus Essential plan, but the Paramou

Here’s why everyone is using YouTube Music — even if they don’t love it!

Joe Maring / Android Authority Not many years ago, if you mentioned YouTube Music in a room full of long-time Google Play Music users, you could probably hear their collective sigh from space. Google retired its beloved service in 2020 and replaced it with something that, at the time, felt underbaked to be a true music player. Fast-forward to 2025, and while the groans haven’t completely died down, nearly everyone we know, including our readers, is using YouTube Music. This revelation came str

Two years in, Apple is now officially on Threads

It took a minute, but Apple has at last activated its official Threads account. And thanks to its massive Instagram presence, it instantly picked up nearly 5 million followers. Today’s move comes well after several Apple-related accounts joined Instagram’s alternative to X right out of the gate. Apple Music, Apple News, Apple Books, Shazam, and Beats by Dre were among the first to show up shortly after Threads launched in mid-2023, but the main @apple account remained absent until now. Instant

Paramount accused of bribery as it settles Trump lawsuit for $16 million

CBS owner Paramount has reached a $16 million settlement with President Donald Trump over his claim that 60 Minutes deceptively manipulated a pre-election interview with Kamala Harris. Trump's lawsuit has been widely described as frivolous, but Paramount seemed motivated to settle because its pending $8.4 billion merger with Skydance needed regulatory approval from the Trump administration. In a statement provided to Ars today, Paramount said it "has reached an agreement in principle to resolve

Forminator plugin flaw exposes WordPress sites to takeover attacks

The Forminator plugin for WordPress is vulnerable to an unauthenticated arbitrary file deletion flaw that could enable full site takeover attacks. The security issue is tracked as CVE-2025-6463 and has a high-severity impact (CVSS 8.8 score). It impacts all versions of Forminator up to 1.44.2. Forminator Forms is a plugin developed by WPMU DEV. It offers a flexible, visual drag‑and‑drop builder to help users create and embed a wide range of form-based content on WordPress sites. According to

Nothing Phone 3: Bold new flagship or $799 mistake? Tell us what you think

Nothing launched the Phone 2 at just $599, and it quickly earned a spot as one of the best value flagships around. But things have changed since then. The new Nothing Phone 3 starts at $799, and with that price tag, Nothing is clearly announcing that it’s ready to go toe-to-toe with Samsung, Google, Apple, and the other big names in the premium smartphone space. Is the Nothing Phone 3 worth $799? 143 votes Yes: It's innovative and delivers good value 17 % No: That price doesn't match the compro

I Helped 4 Local Businesses Use Adobe Express' AI Features

Over the past few years, I've found tremendous joy in helping local businesses here in Worcester, MA learn more about technology and AI. It's the same work I do in my full-time job as a content creator, but I love the in-person collaborative aspect. I started my business Feisworld Media first as a podcaster, then later I produced a documentary on Amazon Prime and then launched a YouTube channel in 2019. But it's still the in-person sharing that gets me excited about helping others. Since Adobe

Trump Was Just Asked If He’ll Deport Elon Musk

War has now been declared between President Donald Trump and Elon Musk. The alliance between the two powerful men has shattered, and their escalating feud has now reached a stunning new level: Trump was asked on Tuesday if he would deport Musk, who was born in South Africa but became a U.S. citizen in 2002. “Are you going to deport Elon Musk?” a reporter asked the president. “I don’t know,” Trump responded, before adding ominously, “We’ll have to take a look.” He then threatened to use a weap

Nothing’s ‘first true flagship’ phone plays it a little safe

“The Glyph interface is not a gimmick,” Nothing founder and CEO Carl Pei told the press as he revealed the Nothing Phone 3 for the first time, shortly before announcing that its new iteration lets you play Spin the Bottle on the back of the phone. It’s mixed messaging, but in Nothing’s defense, you couldn’t accuse them of making that mistake elsewhere. The Phone 3, we’re told, is Nothing’s “first true flagship phone,” a point the company is keen to hammer home: flagship chip, flagship camera, f

Trump’s prospective TikTok buyer reportedly includes Oracle, Blackstone, a16z

In Brief After pushing the TikTok sale date back yet again, President Donald Trump said in an interview on Sunday that he had found a potential buyer for the ByteDance-owned platform. Though the president said he will not reveal the identities of the buyers for another couple of weeks, Bloomberg is reporting that the buyer is a group of investors from Oracle, Blackstone, and VC firm Andreessen Horowitz (a16z). According to the report, these investors had made a bid, but it lost momentum amid t