CyrilDeFi

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I was creating on X before the checks existed.
I will be here long after people stop caring about the checks.
Whether it pays $500 or $7,000 this month does not change what I show up to do every single day.
This started as a mission to educate and change lives.
That mission does not have a revenue threshold.
Most creators you follow showed up when the numbers were good.
The ones worth following showed up when nobody was watching, when the algorithm buried them, when the payments were zero and the community was ten people.
That is who I was before 141K.
That is who I will be at 200K.
You gave m
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$TAO is sitting right on the edge.
$249. Third test of this major support zone.
It held in December. It held in February. Both times it launched hard.
Price is below the EMA200 at $272. That is the first level to reclaim if buyers step in.
Two scenarios from here:
Support holds: range play between $250 and $375 opens up.
Support breaks: $175 is the next stop and the entire March rally gets wiped.
Volume has been heavy on the sell side.
But this zone has not broken yet.
Watch the $225 to $250 band closely.
TAO3,52%
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POV: you just hit your claude limit
ME:
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MOST PEOPLE WILL SPEND 2026 GETTING BETTER AT THEIR JOB.
A small number will spend 2026 making their job irrelevant.
Not because they are smarter.
Because they asked a different question.
Not how do I do this better.
WHY IS A HUMAN STILL DOING THIS AT ALL.
That question is worth more than any skill on your resume.
The person who asks it consistently and then acts on the answer is the most valuable person in any room they walk into.
Not because they replaced people.
Because they freed people up to do the things that actually required a human.
The ones who figure this out this year will not be l
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NVIDIA just quietly gave every builder free access to 80 AI models.
No one is talking about this.
MiniMax M2.7. DeepSeek 3.2. Kimi 2.5. GLM 5.1. GPT-OSS-120B.
All of them. Free inference. Hosted API. Right now.
It plugs straight into Cursor, Claude Code, Zed IDE, and Hermes agent with 3 lines of setup.
The people who find out about this today will be running experiments that cost everyone else $300 a month.
For free.
Grab your API key at
Set your base URL to
Pick a model and start building.
The gap between people who know this and people who don't just got wider.
Your call.
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TWO AI TOOLS JUST COMBINED TO BECOME THE MOST POWERFUL DESIGN STACK ON THE PLANET.
Claude Design builds the interface.
Structured. Coded. Interactive. Production-ready HTML and CSS in minutes.
ChatGPT Image 2.0 generates the visuals.
Photorealistic product shots. Custom illustrations. Brand imagery with accurate text and consistent UI.
Here is what this combination actually unlocks:
You describe a landing page to Claude Design. It builds the full coded interface with animations, components, and layout. Then you drop ChatGPT Image 2.0 visuals directly into it.
The hero image looks like a $10,00
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Claude Code 是目前技术领域最抢手的技能。
不是提示工程。也不是氛围编码。也不是不知道如何使用 ChatGPT。
Claude Code。就在终端中。能够自主运行。
下面是它为何与其他一切完全不同。
大多数 AI 工具都会辅助你。你提问。它回答。你复制。你粘贴。然后继续。
Claude Code 是在你身边一起构建的。
你描述你想要的,它会读取你的整个代码库。它会制定计划。它会编写文件。它会抓住自己的错误。它会部署。然后转向下一个任务。
仅仅有一名工程师在使用 Claude Code,并不意味着他是更好的工程师。
他们是完全不同类别的工程师。
那些理解这一点的公司,已经在每小时支付 $150 to $300 ,让人们能在真实的生产项目中正确运行 Claude Code。
而那些还没理解这一点的公司,马上就要在 2027 年迎来非常糟糕的境地——当他们意识到竞争对手在一个季度里交付了整整一年的功能时。
现在,一个由五人组成的团队在一个冲刺里要完成的工作,用 Claude Code 的一位工程师一个下午就能搞定。
对五人团队而言,那个数学结果随着时间推移并不会变好。
只会变得更糟。
在它成为默认工具之前,能够在深层次掌握这款工具的人选窗口正在关闭。
不是慢慢关闭。
把它收藏起来,这个周末打开终端。
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MOST PEOPLE WILL SPEND 2026 GETTING BETTER AT THEIR JOB.
A small number will spend 2026 making their job irrelevant.
Not because they are smarter.
Because they asked a different question.
Not how do I do this better.
WHY IS A HUMAN STILL DOING THIS AT ALL.
That question is worth more than any skill on your resume.
The person who asks it consistently and then acts on the answer is the most valuable person in any room they walk into.
Not because they replaced people.
Because they freed people up to do the things that actually required a human.
The ones who figure this out this year will not be l
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THE SOLO BUILDER IN 2026 IS THE MOST DANGEROUS ECONOMIC UNIT IN HISTORY.
One person. One laptop. Claude Code.
No office. No team. No investors. No permission.
They wake up with an idea on Monday.
By Friday they have a working product, a landing page, a payment link, and their first three customers.
The same thing took a funded startup six months in 2020.
This is not an exaggeration. This is already happening.
The businesses that do not understand this are still hiring five people to do what one person with Claude can do in a week.
The businesses that do understand it are quietly building moats
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THE INCOME GAP IN 2026 IS NOT BETWEEN THE RICH AND THE POOR.
It is between the people who understand how to build with AI and the people who are still waiting to learn.
Not designers vs non-designers.
Not coders vs non-coders.
BUILDERS VS WATCHERS.
The builder opens Claude Code and ships something real before lunch.
The watcher reads another article about AI and bookmarks it for later.
The builder charges $5,000 for what used to take a team a week.
The watcher applies for jobs that no longer exist.
THE WINDOW IS NOT CLOSING. IT IS ALREADY CLOSING.
Every week you wait, the builders get further
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THE JOB MARKET IS ABOUT TO GET WEIRD.
And most people are not prepared for what is coming.
Companies in 2026 are not looking for data scientists.
They are not looking for ML engineers.
They are not looking for people who can build models from scratch.
THEY ARE LOOKING FOR AI NERDS.
The person who walks into a meeting, sees a 4 hour manual process, and kills it in 10 minutes with Claude Code and LLMs.
The person who refuses to do anything manually twice.
The person who looks at every repetitive task and asks one question:
Why is a human still doing this.
That mindset is worth more right now tha
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THOUSANDS OF ANTHROPIC API KEYS ARE SITTING EXPOSED ON GITHUB RIGHT NOW.
Anyone can find them.
Search "claude_desktop_config" on GitHub.
Hundreds of real API keys. Sitting in public repos. Uploaded by people who had no idea they were leaking their credentials to the entire internet.
This is the dark side of vibe coding nobody talks about.
People are shipping fast. Pasting config files. Pushing to GitHub without thinking.
And leaving the keys to their entire AI stack exposed to anyone who knows where to look.
If you use Claude and have ever pushed a config file to a public repo you need to chec
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VERCEL JUST GOT BREACHED. AND THIS ONE IS DIFFERENT.
Vercel owns Next.js.
Next.js gets 6 MILLION downloads every single week.
The same hacker group behind the European Commission breach and the Rockstar Games breach just claimed responsibility.
They are selling Vercel's internal data for $2 million.
Access keys. Source code. Employee accounts. API keys. NPM tokens. GitHub tokens.
All of it allegedly compromised.
Here is why this is not a normal breach:
Vercel controls the NPM publishing pipeline for one of the most installed JavaScript packages on earth.
If those NPM tokens are real, a single
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Some people update their LinkedIn.
Some people make LinkedIn irrelevant.
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$RENDER is a completely different story.
- 200 EMA is still trending down at $2.08.
- Massive resistance zone sitting between $3.80 and $4.40.
- Price has not been able to break above $2 with any conviction.
Not interested yet.
I need to see a clean reclaim of the 200 EMA before this gets on my radar.
RENDER2,24%
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$TAO is the most interesting chart in the AI sector right now.
- Held the support zone between $240 and $280.
- Sitting right under the 200 EMA at $274.
- Volume came in on the bounce.
One daily close above $274 and I think $320 is the next stop.
This is the setup I am watching most closely this week.
TAO3,52%
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All u need to do is start 🫡
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