Jokaru

[Northern Compounding @McBullish]

1/ Jag har tagit en ny position: Lundin Gold.

Guldet har fallit från $5,600 till $4,150 och marknaden har tappat intresset. Det är precis då jag vill äga det närmaste ren hävstång mot guld som finns på Stockholmsbörsen.

Noll skuld, $700M i kassan, en av världens högst haltiga gruvor.

Här är caset. Tråd🧵

[Linus ✦ Ekenstam @LinusEkenstam]

Anyone who tries to argue climate change with you, just pull up this.

Not about no AC’s no more.

This is about future generations being able to grow food in europe or not.

[Anatoli Kopadze @AnatoliKopadze]

Google Brain founder, Andrew Ng:

"100% of my tasks are done by ai agents, self-improving loops are next.

Give it 3-6 months and prompting is gone."

31 minutes of clear explanation on building self-improving agents from scratch.

Worth more than any $500 agentic course.

Watch it, then read the full guide on loops below.

[Tulsi Soni @shedntcare_]

Anthropic has just launched its first official technical certification.

And almost no one knows it exists.

Accenture is already training 30,000 people using it.
Deloitte has opened up Claude to 470,000 employees.
Cognizant to 350,000.

That isn't experimenting. That is restructuring.

It’s called the Claude Certified Architect.

It’s not a "I completed the course" badge.

It’s a proctored exam—webcam required—with 60 questions, 2 hours, and no breaks.
You need 720 out of 1000 points to pass.

The incorrect answers are designed to look correct.
They represent the kinds of mistakes made by an engineer who understands the concept but hasn't worked in a production environment.

They don't ask you how to *use* Claude.
They ask you how to *architect systems* with it.

Agentic loops. Multi-agent orchestration. Integration into CI/CD pipelines.
MCP tool design. Context management in distributed systems.

This is systems design. Not prompting.

The 13 preparation courses are free and open to everyone via Anthropic Academy.

The exam requires joining the Claude Partner Network, which is free for any organization.
The first 5,000 people get access at no cost; after that, it’s $99 per attempt.

This follows the exact pattern of AWS certifications between 2013 and 2018.

Optional → Preferred → Job Requirement.

It took AWS 5 years. Enterprise AI adoption in 2026 won't wait that long.

How to get started:

1️⃣ Join the Claude Partner Network (Free)
https://t.co/xeyiQufDFE

2️⃣ Take the preparation courses (Free, no sign-up required)
https://t.co/3ZAu0BN4QR

3️⃣ Register for the exam
https://t.co/qhwmuPZ5VV

4️⃣ Take the official practice exam

5️⃣ Schedule the real thing when you're ready

It’s been on the market for 17 days.

Almost no one has it yet.

Save this. When it becomes a requirement in job offers, you’ll know why you did it.

[Vox @Voxyz_ai]

stop telling Claude Code/Codex "do this".
stop telling Claude Code/Codex "write code".
stop telling Claude Code/Codex "fix this bug".

you're using a 𝘀𝗲𝗻𝗶𝗼𝗿 𝗔𝗜 like it's a 𝗷𝘂𝗻𝗶𝗼𝗿 𝗶𝗻𝘁𝗲𝗿𝗻.

here are 8 prompts and goals you can copy-paste directly.

[MIKE @mikenevermiss]

Anthropic engineer:

"you're not supposed to prompt Claude. you're supposed to build a system that prompts itself [loops]."

this is one of the best workflows I've seen in a long time

in this video he breaks down exactly how most people are building loops wrong:

- the memory file you never set up, so every loop starts from zero

- the sub-agents that 95% of builders have never split apart

- the stop condition setup that keeps loops from running forever and billing you in your sleep

- why writing one prompt a day is the slowest way to use Claude

if you've been using Claude for more than a month and still typing every task by hand, you've been running one prompt when you could be running a system of loops

instead of another prompt tonight, watch this

make sure to bookmark it before it gets buried

full guide in the article below

[— 𝙰𝚕𝚊𝚜𝚔𝚊 @alaskyne]

Cara lain nonton pildun gratis tanpa link illegal adalah pakai aplikasi VLC terus masukin link IPTV Public dan hasilnya bakal muncul semua channel public tinggal pilih aja mana nyiarin pildun. Tanpa iklan mengganggu 👍🏻

[Massimo @Rainmaker1973]

The real story of life

[🔋 condsty]

[Linus ✦ Ekenstam @LinusEkenstam]

create super exclusive birthday cards

1. Open ChatGPT
2. Upload your Photo
3. Paste Prompt (in alt + below)

Works well for adults, kids, animals…

[The Rundown AI @TheRundownAI]

"I hired one engineer for the farm. His name is Codex."

Awesome profile from @OpenAI on Hiroki Tomiyasu, a broccoli farmer in northern Japan who automated his own farm with AI.

Tomiyasu never studied agriculture, but runs 100 hectares of broccoli, pumpkins, green onions, and soybeans using custom tools built with Codex and ChatGPT.

Some of the coolest use cases:

- Built a greenhouse control system with Codex to raise and lower vents via text, plus a bot in the farm group chat to manage operations

- Takes photos of crops to identify diseases, with ChatGPT triaging whether they need intervention right in the field

- Pulls live satellite vegetation data onto maps of his actual fields to analyze and decide what each plot needs

- Asked ChatGPT to draw the wiring diagram for his homemade control box, and Images 2.0 returned one fully annotated in Japanese

Tomiyasu says the experience "feels like having an ultra-talented engineer always by your side."

You can just build things

[The Cultural Tutor @culturaltutor]

Who's to blame for boring architecture?

[Chidanand Tripathi @thetripathi58]

A guy sat at his laptop ready to permanently delete his 15-year-old Gmail account.

He was getting 400 spam emails a day. Fake Best Buy receipts. Phishing links from "Netflix." Cryptic extortion threats.

He hovered his mouse over "Delete Account" and sighed: "I just want peace."

His coworker, a former email deliverability engineer, looked over his shoulder.

"Before you nuke 15 years of contacts and data, let me show you something. Your email isn't broken. It's weaponized. There are 22 ways you've been leaving the door wide open. Google won't tell you this because the data collection feeds their entire ad engine. Give me 14 minutes."

Here's what she showed him:

[Lightkong @lightkongx]

pewdiepie sessiz sedasız yeni bir yapay zeka projesi yayınladı ve şu an silikon vadisindeki çoğu startupın milyon dolarlar harcayıp yapamadığı bir şeyi tamamen ücretsiz olarak sundu.

çoğu kişi ai kullandığını sanıyor ama sadece büyük şirketlerin veri madeni olmuş durumdalar. promptlarınıza yazdığınız her şey bir sunucuda depolanıp işleniyor. pewdiepie ın piyasaya sürdüğü odysseus projesi tam olarak bu döngüyü kırmak için tasarlandı. tamamen açık kaynaklı ve kendi bilgisayarınızda lokal olarak çalışıyor. yani verilerinizin kontrolü yüzde yüz sizde kalıyor.

sistemin içindeki yapay zeka ajanı sıradan bir sohbet botu değil, kendi kendine evrimleşebilen bir yapı. bilgisayarınızdaki dosyaları yönetiyor, programları çalıştırıyor ve sizin yerinize webde derin araştırmalar yapıyor. her gün sizinle etkileşime girdikçe çalışma tarzınızı öğrenip kendi içinde devasa bir hafıza oluşturuyor. entegre mail istemcisiyle gelen kutunuzu yönetiyor ve dokümanlarınızı düzenliyor.

en büyük problem olan lokal ai kurma zorluğunu da çok zekice çözmüşler. sistem bilgisayarınızın donanımını otomatik tarıyor ve cihazınıza en uygun modeli tek bir tıkla indirip çalıştırıyor.

büyük şirketlerin aylık aboneliklerle ve kapalı sistemlerle satmaya çalıştığı gizlilik ve kişiselleştirme deneyimi artık herkesin bilgisayarında bedava çalışabiliyor. kişisel yapay zeka asistanları için oyunun kuralları şu an yeniden yazılıyor.

[Evan Luthra @EvanLuthra]

🚨BREAKING: NVIDIA WILL NOW PAY YOU OVER $22,000 A YEAR TO HOST A MINI AI DATA CENTER IN YOUR HOME.

Here's how it works:

A startup called Span (with NVIDIA GPUs + homebuilder Pulte) just launched a program that installs a "node" outside your house, the size of an AC unit.

What's inside one box:

→ 16x NVIDIA RTX PRO 6000 Blackwell GPUs
→ 4x AMD EPYC server CPUs
→ 3TB of memory
→ a 15kWh whole-home backup battery

That's $200k+ of hardware sitting next to your air conditioner. You own none of it.

The deal for homeowners:

→ Free install (new builds first)
→ Span pays your electricity AND internet bills
→ You pay them one flat fee (~$150/mo)
→ Net savings can hit thousands a year

It runs on the "stranded power" your home never uses. The average 200-amp house wastes ~40% of its capacity. They're turning that into compute.

The vision is wild: Span says 8,000 of these nodes = a 100MW data center, but 5x cheaper and 6x faster to deploy. No new power plants. No 4-7 year grid delays.

AI demand is breaking the grid. Their fix? Skip the mega data center. Build it across thousands of suburban garages instead.

100-home pilot drops Fall 2026. Full rollout 2027.

The AI buildout just moved into your backyard.

[Give A Shit About Nature @giveashitnature]

Farmers have figured out that the cheapest pesticide is a strip of flowers.

When you plant wildflowers through a crop field, not just around the edge but in strips running through the middle, you get ladybugs, lacewings, hoverflies, and parasitic wasps living in the field instead of visiting it.

They eat the aphids, the caterpillars, and the mites for free, all summer long.

In controlled trials, fields with tailored flower strips had leaf-beetle numbers 40 to 50% lower and crop damage cut by around 60%, enough to drop below the threshold where spraying was even considered worth it.

The flowers attract a standing army to our fields.

We spent decades engineering chemicals to kill the insects eating the crop, when the insects that eat those insects would have worked for the price of seed.

[CopyRebeldia @CopyRebeldia]

Italia acaba de jubilar a sus escultores.

Una fresadora industrial trabajó 15 días sin dormir y escupió una estatua monumental de mármol clásico.

Miguel Ángel acaba de revolverse en su tumba a velocidad industrial.

[Mario Nawfal @MarioNawfal]

🇨🇳 China just switched on the world's largest offshore solar farm

2.3 million solar panels. 2,934 steel platforms. 11,736 piles driven into the ocean floor. Built to survive force-11 gales and sea ice.

It sits 5 miles off the coast and powers 2.67 million people.

Oh, and they're also farming fish underneath it 😳

[Miles Deutscher @milesdeutscher]

This is pure gold.

Marc Andreessen's custom system prompt that makes any LLM 10x smarter.

You'll want to save this:

[Jokaru @RunestamJohn]

@E_Invests 3,65% och överlägsen UX hos Revolut