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The New Stack | DevOps, Open Source, and Cloud Native News
• Adrian Bridgwater

Single-pass AI code isn’t dead, but “high-reasoning” is the next frontier

Ask an AI model what comes next after “bacon-double”, and the return is fairly unanimously “cheeseburger.” It’s a pattern-matched, single-pass

The post Single-pass AI code isn’t dead, but “high-reasoning” is the next frontier appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

Microsoft is building an AI stack it doesn’t fully own — on purpose

Colorful digital static resembling TV signal noise, evoking uncertainty over how AI agents like ChatGPT Work and Claude Cowork manage control, state, and data.

Microsoft and Mistral are deepening their partnership with a multibillion-dollar agreement focused on enterprise AI infrastructure. The goal is to

The post Microsoft is building an AI stack it doesn’t fully own — on purpose appeared first on The New Stack.

Manton Reece Supports Webmention Valid

“I don’t think about you at all.” — Don Draper

If only it were that easy. Over the last year I’ve been reflecting on why negative, overly-personal complaints have affected me so much. I think it’s two things:

  • I have never needed to grow thick skin. Over a 30+ year career, I’ve been lucky to get along with just about everyone I’ve worked with. I’ve also made a lot of friends in the Mac, iOS, and IndieWeb communities. Can’t really think of anyone being seriously upset with me before.
  • I tend to fixate on things. So if I’m worried about something, I won’t be able to shake it for days or weeks. Negativity doesn’t get brushed off. It lingers for a long time and shapes my thinking on new situations I encounter.

Both of these get better with time. But neither is completely fixable without becoming a different person.

smays.com
• Steve Mays

You can’t purchase trust

From an essay by Kevin Kelly: In the digital world, copies are so easy to make perfectly, they are free. The internet is basically a copy machine. The copies flow so fast and easily you could think of the internet … Continue reading

Ars Technica
• Kyle Orland

Steam Deck sales are losing steam since May's price hike

Steam Deck sales are losing steam since May's price hike

Analysis of bestseller charts shows an 80 percent dip from 2025's sales rate.

Latest articles from Crooks and Liars
• Andrea Thompson

Source Says Trump Marriage Is Cracking, Melania Could Go Rogue At Any Moment

No one with at least one functioning eyeball and half a brain has ever believed that the current Trump marriage is one built on mutual love, understanding, and respect. After all, this is Donald's third marriage, born out of a never-ending string of infidelity from one wife...

The Wolf – Hudson Valley’s New Country
• Allison

Country Fair Coming To Sullivan County, NY This Summer

We can attend this country fair in Callicoon! There will be games, prizes, line dancing, local vendors to shop from and even a kids section. Continue reading…

The Wolf – Hudson Valley’s New Country
• Bobby Welber

Deadly Cell Fire Under Investigation At Upstate New York Prison

A deadly early-morning fire inside a Hudson Valley maximum-security prison is now under investigation by State Police and several other agencies. Continue reading…

kottke.org Valid
Jason Kottke

The trailer for Behemoth! , a forthcoming film written...

The trailer for Behemoth!, a forthcoming film written and directed by Tony Gilroy (Michael Clayton, Andor) and starring Pedro Pascal & Olivia Wilde. Great trailer: it pulls you in without revealing anything about the plot.

Manton Reece Supports Webmention Valid

Thinking about the new debate on AI model distillation, I re-read my long-ish post from two years ago about fair use. There was a lot of AI training backlash at the time. I still like the post. Fair use and open web principles are intertwined.

Manton Reece Supports Webmention Valid

OpenAI continues to fix design issues with ChatGPT for Mac. It almost works the way I want if you click on the ChatGPT mode and then choose “…” → “Organize sidebar” → “In one list” so the coding projects don’t get in the way.

@factpostnews.bsky.social - FactPost

Disney is cutting hundreds of employees in its third round of layoffs this year. The teams behind Pixar and National Geographic are among the most impacted.

Gift Articles

FIFA Americanized the World Cup in 2026. Are hydration breaks, halftime shows here to stay? (nytimes.com)

nytimes.com/athletic/7460057/2026/07/21/fifa-world-cup-america-hydration-breaks-halftime-show-ticket-prices/?unlocked_article_code=1.zVA.AzaY.cC1TpkYoBEf8&source=athletic_user_shared_gift_article_copylink&smid=url-share-ta

Gift Articles

In Venezuela’s Rubble, a Search for the Family Pets (Gift Article) (nytimes.com)

nytimes.com/2026/07/20/world/americas/venezuela-earthquakes-volunteer-pets.html?unlocked_article_code=1.zVA.1sJH.EmBvp01rVR3E&smid=nytcore-ios-share

Gift Articles

Middle Powers Will Keep Ganging Up Against the US (bloomberg.com)

bloomberg.com/opinion/articles/2026-07-21/middle-powers-will-keep-ganging-up-against-the-us?accessToken=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGVkQXJ0aWNsZSIsImlhdCI6MTc4NDY1MjEwNywiZXhwIjoxNzg1MjU2OTA3LCJhcnRpY2xlSWQiOiJUSUo0SVJLR0lGUEgwMCIsImJjb25uZWN0SWQiOiI5Q0Y2NUJGNzA3NzI0NzUyOTUwM0I1RTVCMENBM0JDNyJ9.oUsZSkSGuRfmfXfMJ5oT7TeokGm3orl38XbAO8S2X0s

Gift Articles

Don’t blame supermarkets for your expensive groceries (economist.com)

economist.com/business/2026/07/20/dont-blame-supermarkets-for-your-expensive-groceries?giftId=NmMxYjQzODAtNGNlMi00MDQyLWJmNTAtZDg4YThiY2Y2MTk1&utm_campaign=gifted_article

Gift Articles

Wildfire expert offers reality check for U.S. lawmakers who castigated Canada for smoke (theglobeandmail.com)

theglobeandmail.com/gift/7c88e959077423c931d03cf8a6da324dbfba0ca2d6edc5f2da4f6d2e3a792c57/7TDFTUNTDRCQVEY3A4CAVBWQFY

Gift Articles

Hal Williams, Actor in First Wave of Black Sitcoms, Dies at 91 (Gift Article) (nytimes.com)

nytimes.com/2026/07/19/obituaries/hal-williams-dead.html?unlocked_article_code=1.zVA.PVZr.j57fp1S4I0Ly&smid=bs-share

Gift Articles

Eleven Subtle Ways To Get Unwanted Guests To Leave (medium.com)

medium.com/@johnpearce650/eleven-subtle-ways-to-get-unwanted-guests-to-leave-10a8b964dc36?sk=71255f146f3b7a487181577ee17da7b7

Gift Articles

Top tennis players target U.S. Open’s star-studded mixed doubles event in prize money push (Gift Article) (nytimes.com)

nytimes.com/athletic/7459141/2026/07/21/tennis-grand-slams-prize-money-protest-us-open-mixed-doubles/?unlocked_article_code=1.zVA.QLXT.zfxSoevBAhIo&source=athletic_user_shared_gift_article_copylink&smid=url-share-ta