0xᵍᵍ (🌊,🌘)

Cybersecurity and Crypto Enthusiast | Learning something new everyday! 🌖 Mod at @GPortalnft

[空言 @__soragoto__]

面试官：我看你简历上写熟悉 Linux，大概有多熟悉？看过源码吗？
我：看过一些。
面试官：那说说有什么优秀设计，或者让你印象比较深的地方。
我：那就要说到华硕的 HID 驱动了。
面试官：？
我：华硕有些键盘会在某些特定情况下往 host 发送电源相关的键值，导致 host 关机，所以内核驱动里专门把那个键值屏蔽了。
面试官：nmd，现在也是我印象最深的地方了。

[Zachi @iam_zachi]

Found an exploit in an app 2 month ago. They didn’t get back to me.

So I wrote them again.

From their own email.

[Alan @alannnfx]

everyone keeps asking how to get the @student.umgc.edu email

here it is, no fluff:

1. go to https://t.co/Xa9JShx2Jr and apply - fee is waived if you apply by sept 1
2. register at least one class (this is the part everyone skips)
3. email activates - you get your @student.umgc.edu

that one email unlocks:
- google ai pro for a year
- chatgpt plus
- codex credits
- github student pack

step 2 is the whole trick. apply without enrolling and the email stays dead

do it before sept 1 while it's free

apply at https://t.co/Xa9JShx2Jr

[Nova @Nova0xz]

🚨 THIS IS ABSOLUTELY INSANE

A Chinese developer has just released a free tool capable of automatically creating videos for TikTok, Reels, and YouTube Shorts.

It’s called MoneyPrinterTurbo.

And it has already surpassed 100,000 stars on GitHub.

Here’s how it works:

1.- You enter a topic or a keyword.
2.- The AI ​​generates the script, the narration, and the subtitles.
3.- The tool finds the visual footage, edits the video, and delivers the final result.

It all happens in a single workflow.

Save this tool; I’m sure you can get a lot of value out of it.

I’ve left the link in the next comment 👇

[codila @0xCodila]

Andrew Ng just released 2-hour course on 100% Graph engineering: 1 prompt → 100 agents → loops → graphs from scratch:

10% → 9:14 - build your first agent from scratch
30% → 33:11 - Loop engineering
55% → 1:02:46 - Graph engineering
75% → 1:30:15 - agents that rewrite themselves
100% → 1:49:05 - full graph system that work without you

most graph tutorials stop at the diagram - this one has you running one in the first 20 minutes

watch this brilliant course, build the graph - then read the full architecture below ↓

[Vivi @vivistac]

Anthropic ha lanzado una guía de 37 minutos para construir Agentes de IA que automatizan una empresa entera.

Gratis. De los ingenieros que construyeron Claude.

Agentes que trabajan, se reparten tareas y ejecutan todo solos.

Subtitulado al español.

Guárdate este post. 🔖

[codila @0xCodila]

Google just released free 2-hour course on full Graph engineering: 1 prompt → 100 agents → loops → graphs from 0% to 100%:

10% → 17:44 - build your first agent
30% → 39:30 - Loop engineering: iterate, check, break
60% → 1:12:38 - Graph engineering
75% → 1:34:26 - agents that throttle themselves
100% → 1:55:05 - full graph for multi-agentic systems

everyone builds one agent and calls it done - this is the full system where agents wire themselves into a graph

watch the course, build the graph - then read the full architecture below ↓

[Roan @RohOnChain]

My friend applied to 250 tech jobs in two years. No MIT. No Stanford. No PhD.

Last month Anthropic offered him $750,000.

I asked him how he broke in from zero.

He sent me the exact video that got him in. Andrej Karpathy's 4-hour course on "How to build a full LLM from scratch."

Anthropic's own researcher gives up the exact playbook behind building LLMs like ChatGPT & Claude.

I watched it last night.

Halfway through, I realized I could break into an AI lab in months, not years.

Bookmark this and read the article below.

• 00:00 - LLMs as new OS
• 40:58 - LLM tokenization architecture
• 53:22 - LLM neural network internals
• 1:04:20 - LLM pretraining
• 3:21:37 - LLM RLHF & DeepSeek R1

[gus @igus_ai]

ESTA TRADER CHINA USÓ CLAUDE FABLE 5 PARA CONSTRUIR UN BOT DE TRADING

En este tutorial enseña cómo replicarlo desde 0 paso por paso

En tan solo 31 minutos. 100% gratis.

Lo he subtitulado en español e inglés.

Guárdalo antes de que lo bloqueen 🔖

[gus @igus_ai]

Metí 200$.

Este bot los convirtió en +13.000$.

Y ni siquiera lo programé yo.

Cogí un proyecto open source de GitHub.

Le dediqué un par de horas en Claude Code para limpiarlo, entender cómo funcionaba y hacer algunos ajustes.

Le di a ejecutar.

Pensaba que iba a fundir la cuenta en menos de una hora.

Minimicé la terminal y seguí con mi día.

Cuando volví por la noche, ya no eran 200$.

Eran +700$.

Desde ese momento, simplemente dejo los logs abiertos en el segundo monitor y veo cómo ejecuta operación tras operación.

La clave está en el timing.

El bot espera hasta los últimos dos minutos de cada ronda de 5 minutos de BTC.

Para entonces, Bitcoin ya ha hecho gran parte del movimiento y la dirección suele estar bastante definida.

En ese momento entra a favor de la tendencia, comprando contratos que cotizan entre 0,80$ y 0,99$.

Unos minutos después, si el movimiento se mantiene, la posición se liquida a 1$.

La lógica es sorprendentemente simple:

→ Esperar hasta que falten unos 2 minutos para el cierre de la ronda
→ Comprobar que BTC ya se ha movido entre 70$ y 100$ durante ese intervalo
→ Operar siempre a favor del movimiento, nunca en contra
→ Cubrir una pequeña parte de la posición únicamente si el mercado se desequilibra demasiado (por ejemplo, 95/5)

Es como comprar un boleto de lotería cuando prácticamente ya han anunciado el resultado.

El código es público y cualquiera puede usarlo en su pc:

https://t.co/9Khz1PzJKH

Gratis.

[0xᵍᵍ (🌊,🌘) @Haoren28]

@vianebinance 🥲

[Alfie Carter @AlfieJCarter]

R.I.P. rebuilding your GTM stack from scratch every session.

A complete Claude Skill Library can replace a $15,000/month agency retainer.

It is not as easy as hiring someone else to do it.

But if you start today, you can have 130+ skills loaded into Claude Code covering every GTM job by end of this week.

I usually charge $299 for access to this library but today, it's free.

Like this post + comment 'Agents' and I'll DM you the entire skill library for free.

(Must be following, or I can't message.)

Taking this down in 48 hours.

[kaize @0x_kaize]

Cursor is giving a full year of Pro for FREE

and access to popular models GPT, Claude, Gemini, and many others

if you have a .edu email, you qualify

here's the deal:

1/ 12 months of Cursor Pro ($240 value)
2/ full access to GPT, Claude, and Gemini models
3/ no card required after verification
4/ takes 2 minutes to set up

while everyone's paying $20/month, you could be vibe coding entire projects for FREE for an entire year

1/ go to cursor .com/students
2/ register with your .edu email
3/ pass verification

if you're not a student, you can always find friends who are still studying but don't need this

no .edu email? many countries have their own student verification - check yours

link https://t.co/4N3GMf84RZ

[0xᵍᵍ (🌊,🌘) @Haoren28]

@natxwang Leggo!

[Khairallah AL-Awady @eng_khairallah1]

Anthropic engineer:

"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."

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

in this video she breaks down exactly how most people are using Claude:

- the 14% you lose to CLAUDE.md before typing a word
- the plugins that 95% of users have never installed
- the workflows that run without you typing a single prompt
- why typing one prompt and closing the tab is leaving 90% on the table

if you've been using Claude for months and still start every session from scratch, you have at least 28 untouched features. probably 30

instead of another show tonight, watch this

make sure to bookmark it before it gets lost in your feed

full guide in the article below

[Club V E-gaming @casino_hcmc]

💥Luck doesn't make appointments. 🧧
✨ $125,124 jackpot just hit on Duo Fu Duo Cai.
🔥 When the God of Fortune knocks — you'll know.
------
💥행운은 약속을 잡고 찾아오지 않습니다. 🧧
🔥 Duo Fu Duo Cai에서 $125,124 잭팟이 터졌습니다. 🔥
재물의 신이 찾아오는 순간, 당신도 알게 될 거예요.
------
💥好运从不会提前预约。🧧
🔥 Duo Fu Duo Cai 爆出 $125,124 巨额 Jackpot！🔥
当财神降临的那一刻，你一定会知道。

#clubv #clubvegaming #gamingclub #hcmc #casinohcmc #hochiminhcasino

[Movez @0xMovez]

Citadel pays $800K/year for quants who can link probability theory with PDEs to binary options pricing.

This 1-hour MIT lecture on "Stochastic Differential Equations" gives you the same edge quants get paid $62K/month

Bookmark it & watch today. Then read the article below.

[ZAYVEN KNOX @ZayvenKnox]

An Anthropic engineer paid for my espresso at Sightglass when he saw my screen

I was running my Polymarket bot from the counter. He was next in line. Looked over my shoulder. Stopped scrolling.

"That's not a normal trading app. What's it actually running on"

I told him. Claude Code. Four repos. $25 a month.

He sat down without asking.

"I'm on the agent team. We stress test Claude for exactly this. You're letting it find its own edges"

Not just edges. Wallets.

86 million trades. Every wallet. Every entry. Every exit.

"You're feeding Claude raw wallet data and letting it identify who consistently wins. Then cloning them"

He said it slowly. Like he was writing the threat model in his head.

One prompt. Find every wallet with 100 plus trades and win rate above 70%. Rank by profit. Export top 50.

Claude scanned 14,000 wallets in 4 minutes. Returned 47.

The top 20 made more than the bottom 13,000 combined.

"That's not a stat. That's a hit list"

Exactly.

"And you didn't write the scoring function"

Claude did. I just wired it into an if-statement.

Then I showed him the second repo.

Official Rust CLI. No API key for reads. 500 markets, Claude scores them in minutes.

Gap. Depth. Resolution window.

487 markets become 35 before a dollar moves.

93% killed before I even see them.

A green fill landed on the screen. +$84.

He watched it hit.

"How does it decide to actually enter"

Three agents. Shared wallet. No shared memory. Arbitrage, convergence, whale copy. 2 agree, full size. 1 alone, half. Disagree, no trade.

Consensus filter alone killed 40% of losing trades.

"And the exits?"

The 47 whales never hold to settlement. 91% exit early. 73% of max profit captured. Redeploy immediately.

My bot cuts at 85% of expected move or on a 3x volume spike.

"You built a whale copy bot that exits before the whales"

Yeah.

He put his espresso down.

"How often does it trade"

10 a day on average. Most of them skipped before I look up from my coffee.

My setup:
Claude API - $20/mo
VPS in Germany - $5/mo
poly_data - free
polymarket-cli - free
Polymarket/agents - free

$200 seed. 27 days ago. $14,300 now.

Copytrade here: https://t.co/zDXGamMWw0…

271 trades. 74% win rate. Sharpe 2.47.

I haven't touched it in 27 days.

He stared at the screen for a long time.

"This is literally what our red team simulates. Except you actually shipped it"

He emailed me the next morning.

"Any chance you'd take a call with our policy lead"

I told him the article is the call. Read it twice.

Too late to gatekeep.

You only need Claude + laptop + 1 hour/day.

Giving This Free for 24 hours. To get it:

1. Comment the word 'Claude'
2. Like and Retweet this post
3. Follow me
@ZayvenKnox