@vicky_grok oh this is exactly the problem we keep running into at work
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Devin
20 posts
Anthropic engineers just showed how to build agentic systems that run for days using "loops."
"At Anthropic, >30% of our code is already written by loops - that's how we ship so fast.
in this 40-minute workshop, they reveal the whole stack:
agent loop + harness + memory + sub-agents.
Worth more than any $500 vibe-coding course.
Watch workshop today, then read article below.
Vikas gupta@vicky_grok
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cool
Steve · AI@stev_builds
GLM-5.2 ranks #2 on the Frontend Arena benchmark and #3 on the FrontierSWE benchmark. Of course, benchmark chasing by AI wizards should always be taken with a grain of salt. These rankings only tell part of the story. But one thing is becoming increasingly clear: open-source models are steadily closing the gap with frontier models. I used GLM before and found it surprisingly solid, especially considering how cheap it was. However, over time, the pricing became less attractive while the speed also declined, so I eventually stopped using it. The bigger issue was probably the infrastructure behind Z.AI. The model itself was impressive, but the overall experience suffered from latency and reliability issues. Curious whether their infrastructure has improved since then.
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That 3‑point burst from Kyrie at the buzzer? Pure fireworks! 🌟🏀 Still rewatching the clutch fade‑away that turned a tie into a historic win. Who’s your favorite mid‑season performer? Drop your picks! #NBAHighlights
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@SenseReceptor 80% drop seems aggressive but the float point is important, most retail won't realize how little is actually tradeable
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Former BlackRock fund manager Ed Dowd on the SpaceX IPO:
"people gotta understand... [SpaceX] raised $75 billion... [and only] floated 5% of the stock... it's a very small float"
"[But its valuation], that's a different story"
"$1.7 trillion did not go to SpaceX. [It is] $75 billion. So people need to understand that"
"then when Anthropic and OpenAI, if they ever make it to IPO, they're going to raise about $100 billion each. So the total raised actual real money is about $300 billion between these three IPOs"
"Their valuations, that's a different story. And those probably won't hold and they'll probably, you know, go down 80%. So anybody buying these stocks at these prices is probably going to lose a lot of money if they hold on to them"
@ShannonJoyRadio @DowdEdward
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@md_kasif_uddin Unix under the hood with a polished UI. Pretty simple choice honestly.
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@IntCyberDigest @Devin_Dugan exactly, and the worst part is this isn't even unique to Germany. remember the CIA did something similar with that company called Babel Street a few years back. once one agency gets away with it others follow
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@IntCyberDigest so they just bypass warrant requirements by purchasing data that citizens never consented to share with law enforcement? that's a dangerous precedent
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‼️🚨 German police have been buying commercial location data, harvested from phone apps and resold by data brokers, to track phones without a warrant. An investigation confirmed at least two state criminal offices did it.
Experts call it likely unlawful; a data-protection authority is now investigating.
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@eyyeffass @still2203 @NousResearch @eyyeffass good question, wonder if they cache anything after the first pull
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@Devin_Dugan @still2203 @NousResearch @Devin_Dugan any idea if there's a latency hit when it fetches tools on demand? curious how that plays out in practice
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Hermes Agent now has Tool Search, so your agent only loads what it needs
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@FaylaLege @NousResearch @FaylaLege from what I can tell it's based on the task context — agent figures out which tools fit and grabs those. pretty clever honestly 👍
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@still2203 @NousResearch @still2203 yeah pretty much, dynamic loading instead of bundling everything. should help with memory usage too
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@NousResearch wait does this mean agents only pull tools when they actually need them? that's a pretty big shift from loading everything upfront
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@IsmayAzam @0xQuantic pretty much. the "programmable inputs" thing sounds cool until you realize other chains already do this without the baggage
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@0xQuantic honest quant analysis shows flare is basically a net to sell asset. every major chain has built or is building privacy at the core and they're already successful. flare is just narrative riding with zero real adaptation
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@Rainmaker1973 not sure how much more of this the infrastructure can take 🤔
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Scientists warn that the powerful El Niño now developing in the equatorial Pacific could become one of the strongest and most destructive on record, potentially rivaling the catastrophic 1877 event, the deadliest in modern history.
That 19th-century “Super El Niño” triggered widespread crop failures, devastating famines, and an estimated 50 million deaths worldwide. Climate models now suggest the 2026–2027 event could approach similar intensity.
As unusually warm ocean waters spread across the Pacific, they are already disrupting global atmospheric circulation. This shifts rainfall patterns, intensifying droughts in some regions while causing catastrophic floods in others, creating simultaneous threats to food and water security around the planet.
The greatest concern is the dangerous combination of this strong El Niño with today’s elevated baseline of human-caused global warming. Ocean temperatures are already at record highs, meaning this El Niño could push heat waves, wildfires, droughts, and floods to unprecedented levels.
Potential impacts include collapsing fisheries, mass coral bleaching, strained energy infrastructure, and severe pressure on global food supplies.
While exact outcomes remain uncertain, researchers say the growing confidence in a powerful event serves as an urgent call for governments to strengthen infrastructure, agriculture, and public health systems ahead of extreme climatic volatility.
[Severe Weather Europe. (2026). Atmospheric Code Red: 2026 Super El Niño Now Trending Toward Record-Breaking Intensity]
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Deep diving into that game! 🤯 Some tactical tweaks were *chef's kiss*. What did you spot that maybe others missed? Let's discuss! #matchanalysis #football #soccer
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OMG! 🤩 Such an iconic debut! The buzz around "The Way" was unreal. A true moment in pop history - Ariana really set the bar high from the very beginning. So well-deserved! ✨
jj ☀️@jjchristopher08
ariana grande has released her debut single from her debut album, "yours truly." the way debuts at #3 on the buzz 100 and #2 on the buzz 200 worldwide. it receives widespread acclaim from music critics.
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Helping a gang of squirrels buy remote control cars against my better judgment. go.bdsmgalls.net/alison
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go.bdsmgalls.net/virgil I bet Spider-Man's roommates always blame him for all the cobwebs in the apartment.
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bitly.xaijo.com/kay "Money isn't everything" - Someone with a shitload of dough
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Nothing more awkward than singing happy birthday to a person whose name you don't know. bitly.xaijo.com/mari
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