mani kumar

I punch above my weight

[mani kumar @wokeblunt]

If you don't have 2 minutes to learn about the greatest cryptoxAI usecase ever built, go back to shiposting.

But if you want to stay relevant, here’s a crisp, no-bs 🧵 on x402—why it matters and how to ship it.

[Tai Lopez @tailopez]

Your entire nervous system relaxes when your finances are in order. Most anxiety is not a mental health problem. It is a cash flow problem. Fix the money first.

[Roan @RohOnChain]

https://t.co/JRsWSeUfrN

[mani kumar @wokeblunt]

@CryptoTeluguO Rice mostly. Going great tho🫡

[Rahul @sairahul1]

instead of watching 2 hours of Netflix tonight, watch this 40-minute masterclass from the founder of a $20B China AI company

it's the clearest explanation I've seen of how AI Agent and AI systems actually work at scale

useful whether you've never built an agent in your life or have been using Claude every day for the past year

I took the key ideas and turned them into 30 core agentic engineering concepts every developer should actually know

find it below ↓

[Movez @0xMovez]

Anthropic engineer:

"At Anthropic, 90% of our engineers use loops and ‘dreaming’ to build self-improving agentic systems.

сlose the agent loop. give an agent a way to verify its own output."

in a 30-minute session, an Anthropic team member explains how to build an agent that improves itself.

Claude + loops + dreaming + CLAUDE.md - that’s the secret.

Watch the talk, then save the playbook below.

[Annie Yang @annieqyang]

The most dangerous person in the age of AI is someone who was mediocre at coding but has taste, and can now build anything

[Marco @maarcoofdezz]

Dos ingenieros de Anthropic pasaron 24 minutos exponiendo cada función de Claude Code que no sabías que existía y gratis.

La mayoría de las personas pasarán de largo este contenido

[Movez @0xMovez]

Andrew Ng:

"100% of my tasks are now done by AI agents - hype has exceeded my expectations. Loops is next step.

in 3-6 months, everyone will be using self-improving loops. No more prompting."

In a 30-minute talk, Andrew Ng explains how to build self-improving agentic systems from scratch.

Worth more than a $500 agentic course.

[Raytar @Raytar]

Met a guy making $1.6 million a year.

Three days ago he was at a Meta conference. Told me he saw the best AI talk of his life.

Boris Cherny was on stage. Showed how the Anthropic team actually uses Claude day to day.

Boris deleted his IDE eight months ago. Now he codes from his phone.

I watched it last night. Had to pause it twice.

Not because it was hard. Because I realized I've been using Claude like a toy.

He sent me the recording. It was never published.

Posting it below.

[Anatoli Kopadze @AnatoliKopadze]

Anthropic engineers just showed how they build a full app from scratch, using a loop of agents

40 minutes from the team behind Claude Code

they used three agents: one to plan, one to build, one to judge, cycling until the app actually works

the winners won't have the smartest model, they'll have the best loop

watch it, then read the full guide on how to actually use loops below

[hardmaru @hardmaru]

Human intelligence is fundamentally a collective intelligence. We solve complex problems by participating in a vast cultural network that builds upon ideas across generations.

I believe the strongest AI systems will become a collective intelligence, too.

Since we started Sakana AI, our core conviction has been that the most powerful AI systems will be collaborative ecosystems, not isolated monoliths. Evolution innovates under constraints, and the future belongs to systems that explicitly learn how to coordinate collective intelligence.

Today, we are taking a major step toward that future with the launch of Sakana Fugu.

Fugu dynamically orchestrates the world’s best models to tackle complex tasks. We are proving that a well-orchestrated pool of swappable agents can match restricted frontier models like Fable and Mythos.

But Fugu is about more than just performance. I believe that Orchestration Models are the next frontier, beyond bigger models.

Relying on a single company’s model for national infrastructure is a massive risk. As recent export controls have shown, access to top models can disappear overnight.

Collective intelligence is the practical hedge against this concentration of power. Fugu simply routes around vendor restrictions by relying on an entirely swappable agent pool.

I am incredibly proud of our Tokyo team for shipping this. By orchestrating the world’s models, we are delivering the resilient blueprint required for AI sovereignty.

Read our full vision and results here:
https://t.co/EONDdWx5Ld 🐡

[Sakana AI @SakanaAILabs]

Introducing Sakana Fugu: A full multi-agent orchestration system accessible via a single model API.

Our ‘Fugu Ultra’ model matches the performance of Fable and Mythos, delivering frontier capability without the risk of export controls.

Try it: https://t.co/hhO6qTawgb 🐡

[Sajeel Purewal 🇨🇦 🇵🇰 @Sajeel_Purewal]

Today we're introducing Claude for Hardware.

Just enter your hardware idea and Blueprint gives you an entire hardware plan for your build.

What becomes possible now is insane.

[Abdulkadir | Cybersecurity @cyber_razz]

“A man who has not hit his Claude limit by noon has wasted his morning.”

-Socrates

[Ridark @ridark_eth]

I genuinely don't understand why everyone isn't using this yet

Andrej Karpathy, a co-founder of OpenAI, posted a simple idea that hit 16 million views: stop using AI to write code, use it to build a second brain.

You point Claude Code at a folder, drop in any source, an article, a transcript, a PDF, and Claude reads it, links it, and files it into a living wiki of everything you know. It compounds like interest, the more you feed it, the smarter it gets.

Here's the whole thing:

> Install Obsidian, create a vault, open it in Claude Code

> Paste Karpathy's wiki idea file and tell Claude to build it

> Claude makes three folders: raw for sources, wiki for its pages, a CLAUDE.md that runs it

> Drop any source into raw and say "ingest this"

> Ask questions across everything, forever

Five minutes to set up, and you never start from a blank chat again.

Full step-by-step guide with Claude and Obsidian, link below.

Bookmark this

[Reads with Ravi @readswithravi]

A peak life advice from Alex Hormozi:

“The fastest way to become the person you want to be is to put yourself in a situation where you have no choice but to become them.”

[Sahil Bloom @SahilBloom]

A mentor once told me this: Just be unapologetically yourself. The moment you start filtering yourself to be liked is the moment you start attracting relationships that need constant maintenance. Do you. The right ones will stick, the wrong ones will walk. That’s a blessing.

[DAN KOE @thedankoe]

The fastest way to change your life is to rip yourself out of your (physical and digital) environment. Change everything overnight. The places you go, the accounts you follow, the info you consume, etc. It's difficult but it absolutely works.

[SOFT @user4_Soft]

if you show up every day, the results don't have a choice.

[Tim Denning @Tim_Denning]

Obsess. For f*ck sakes. You only get one life. Don’t screw it up by being normal. Go all in. Act like a psycho. Let people call you insane. Please. I beg you. Obsession is the path.