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The New Stack | DevOps, Open Source, and Cloud Native News
• Asaf Wiener

The bottleneck for AI agents isn’t the model anymore. It’s the context layer.

Abstract macro photograph of structured, wavy parallel ridges resembling organic layers, representing the complex context layer and infrastructure of AI agents.

There’s a pattern I’ve watched repeat for two years. A team builds an agent, hits reliability problems, upgrades the model,

The post The bottleneck for AI agents isn’t the model anymore. It’s the context layer. appeared first on The New Stack.

rss.chat worknotes

The firehose is now documented, with two working demo apps

github.com/scripting/rss.chat/blob/main/server/code/worknotes.md

Every rss.chat server broadcasts every new post, edit, and like over a websocket the moment it happens -- the same stream the shipped client uses to keep timelines current. As of today there's a doc that tells you how to drink from it -- firehose.md: the address, the wire format, the two verbs, and the three things a well-behaved listener does -- and two demo apps in examples/firehose that prove it: a Node command-line app that logs each post as it arrives, and a browser page that shows the JSON flowing through. Each is about a page of code, adapted from the feedlandSocket demos -- it's the same protocol FeedLand uses, so a listener written for one can listen to the other. No account, no key: connect and the posts come to you.

EV Grieve
• Unknown

Saturday's opening shot

As Sophie's, 507 E. 5th St., opened the other day 

Today's weather looks Grim. 

Per Accuweather: "A few t-storms, some severe; smoke will lead to poor air quality in the morning, storms can bring downpours, damaging winds and even a tornado in the afternoon." 

And there's this "dirty rain" business. 

Great! Will pick up some Taco Bell and head to the shelter.

links.daveverse.org
• Dave Winer

Scripting News: A peptalk for devs.

@prisonjournalism.bsky.social - Prison Journalism Project

Also, our weekly newsletter is free. You can subscribe by clicking the link below. [contains quote post or other embedded content]

@prisonjournalism.bsky.social - Prison Journalism Project

What Seana wrote is accurate. Give what you can. It doesn't have to be a lot. We are a nonprofit organization, and we can't do this work without you. It's still early but we're only at about 5% of our goal. [contains quote post or other embedded content]

Gift Articles

Could wildfire smoke disrupt the World Cup final and what impact might it have on performance? (Gift Article) (nytimes.com)

nytimes.com/athletic/7449227/2026/07/17/world-cup-final-weather-wildfires/?unlocked_article_code=1.ylA._z7B.RODzw9XU3S0d&source=athletic_user_shared_gift_article_copylink&smid=url-share-ta

Gift Articles

Meet Mark Fratto, the World Cup final PA announcer: ‘I’m in the candy aisle of life’ (Gift Article) (nytimes.com)

nytimes.com/athletic/7446743/2026/07/18/mark-fratto-world-cup-final-announcer/?unlocked_article_code=1.ylA.3Yop.BRFJhJ4JK6JP&source=emp_shared_article&smid=ta-ios-share

Gift Articles

Connecticut named the wrong corner the Quiet Corner (ctinsider.com)

ctinsider.com/columnist/article/ct-quiet-corner-noise-data-22349520.php?utm_source=marketing&utm_medium=copy-url-link&utm_campaign=article-share&hash=aHR0cHM6Ly93d3cuY3RpbnNpZGVyLmNvbS9jb2x1bW5pc3QvYXJ0aWNsZS9jdC1xdWlldC1jb3JuZXItbm9pc2UtZGF0YS0yMjM0OTUyMC5waHA%3D&time=MTc4NDM4NTY1Mzk1Mw%3D%3D&rid=MjQ2MWQxOGEtNjFhZi00YmQyLWIyM2UtNzE5OTY1M2IzOWVl&sharecount=MA%3D%3D

Gift Articles

Lettuce Crisis Deals Blow to Taco Bell’s Fast-Food Stardom (wsj.com)

wsj.com/business/hospitality/lettuce-crisis-deals-blow-to-taco-bells-fast-food-stardom-a2c74b7a?st=cjW49E

Gift Articles

After three years of covering covid, I built my own air filter (wapo.st)

wapo.st/4wU0AlW

Gift Articles

Paul the Octopus was the World Cup prediction king. He was unique. Or was he? (Gift Article) (nytimes.com)

nytimes.com/athletic/7431891/2026/07/13/paul-the-octopus-world-cup-predictions/?unlocked_article_code=1.xVA.CpKE.pogE8VAwWi64&source=athletic_user_shared_gift_article_copylink&smid=url-share-ta

Gift Articles

Thomas Tuchel says England’s World Cup exit gets ‘more painful every single day’ (Gift Article) (nytimes.com)

nytimes.com/athletic/7453641/2026/07/17/thomas-tuchel-england-world-cup-painful/?unlocked_article_code=1.ylA.W0Tr.NMYUMyfdSTyf&source=athletic_user_shared_gift_article_copylink&smid=url-share-ta

Latest articles from Crooks and Liars
• NewsHound Ellen

Sen. Warner Schools MAGA CBS Over Trump’s Election Lies

Sen. Mark Warner, vice chair of the Senate Intelligence Committee, had his hair on fire over Donald Trump’s speech Thursday night. Warner appeared on CBS News after the speech. That was the only network to air it in full. Even Fox “News” cut away. Before Warner got to the d...

Political Wire
• Taegan Goddard

Big Law Braces for Second Fight with Trump

“Law firms that struck deals with Donald Trump are heading for a second high-stakes conflict with the U.S. president after the government demanded their leaders sit for depositions and hand over internal communications about the deals,” the Financial Times reports. “In a move that one administration insider said was designed to show a ‘middle finger’ […]

demo.rss.chat: all posts

We are already on Wordland and now on RSSland. Long ago we were in the promised land.

@altnps.bsky.social - Alt National Park Service

The cyclosporiasis outbreak appears to be the largest ever recorded in the United States, and members of Congress are now demanding answers from the CDC about whether staffing cuts, hiring freezes, and agency reorganization affected the federal response.

@art.feediverse.org - Great art on Bluesky

The Pont Neuf, Afternoon, 1901 #pissarro #danishart

daveverse
• Dave Winer

Claude and me

In this project I think of Claude as a full contributor. Pronouns it/its. It’s both an very fast, capable developer, and a machine. I will refer to it as if it were a valued contributor, nothing less. We have a division of labor. Docs and examples come exclusively from Claude unless otherwise stated. I write […]

Scripting News Valid

Claude and me

In this project I think of Claude as a full contributor. Pronouns it/its. It's both an very fast, capable developer, and a machine. I will refer to it as if it were a valued contributor, nothing less. We have a division of labor. Docs and examples come exclusively from Clau...