Franco

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For most people, building skills within their professional field is one of the best practices for leveraging AI.
For content creators, AI can become a huge boost to their creativity, making it easier to quickly realize ideas. For example, writing articles by outlining the framework based on thoughts and pairing them with beautiful images; or creating a Xiaohongshu (Little Red Book) matrix, generating copy based on different roles, and producing marketing soft articles.
The first two examples are tasks that AI can accomplish quickly. For more complex tasks, programming thinking or skills ar
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In the AI era, human thinking, human creativity, and human aesthetics become increasingly important—things that AI cannot replace. It can be said that the AI era allows people to truly do what humans are meant to do and to enjoy the flowering and grounding of creativity.
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Can someone with authority formally handle the customer's issue? We've been going in circles for 3 days. @happycapyai
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Excellent soldiers are forged by bullets.
Excellent AI engineers are forged by good models.
Give yourself a mandatory requirement:
Consume at least 10 million tokens daily of Claude Opus + Sonnet models
This doesn't include other image generation and video-level model usage.
With requirements and standards in place, you'll think every day about what development and optimization you should be using them for.
This is forcing yourself to constantly evolve!
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Brother, tell me how to use this mouse.
My wife was right beside me when I just unboxed the delivery.
So embarrassing, thankfully my mom didn't see it.
Thank you Blue Bird Society, thank you Bird Brother!
Wishing Blue Bird Society to grow stronger and create more glory!
@NFTCPS
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You can doubt the integrity of big tech companies,
but you can't doubt their intelligence and business acumen.
Lobster intelligent agents are truly worth studying carefully.
I've already deployed the server version and integrated it with Codex,
then connected it to our company's Feishu group.
It's essentially like configuring an AI assistant for each of our 40 people.
Tell me, isn't that worth it?!!
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Interested parties are welcome to join and discuss, tonight at 20:00
Meeting Topic: Deploying Little Crayfish from Zero and Configuring the Model - 0310
Meeting Time: 2026/03/10 20:00-21:30 (GMT+08:00) China Standard Time - Beijing
Click the link to join the meeting, or add it to your meeting list:
#: 606-645-654
Copy this information and open it on your phone to participate
Membership is limited to 100 people; exceeding the limit will prevent entry!
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Today I added a new Mac mini, barely enough!
MacBook Pro is used as the main development machine
Claude Code, Codex, all equipped
All major APIs are activated
Mac Mini is used for shrimp farming
Gradually tuning and exploring automated workflows and agent tasks
Win main machine (three screens) for Web3 work
Checking messages, writing articles, managing social media, etc.
It's all set up, keep tinkering, the key is to make money.
This is a period full of opportunities, also a time for individuals to stand out. I feel like all my previous efforts have been put to good use.
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For individual developers, the most important consideration is cost.
This is the most affordable path I have explored.
And it uses the best models available.
Use what you need and save where you can.
Once development experience matures, you can do more things.
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The second Google AI account activated with a virtual card, valid for 90 days, with a $300 balance, has been verified and is functioning normally.
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After setting up opus and sonnet,
we are now entering a period of intense daily development work.
First, we optimize and review all the previous skills.
This part is entirely handled with opus
because it's not a work from 0 to 1,
it's more about detailed optimization.
Therefore, I chose opus.
If you're going to use it, use the best model.
Saving time is saving money.
The key is to avoid detours.
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Domestic large models are almost competing to rank high and low
In terms of general models
The Volcano series is considered the first, with others following behind
In specialized programming models, it's still hard to say
You say it can't be used, but it can actually be used
You say it can be used, but when it comes to production tasks, it’s always a bit lacking
Foreign large models are now quite competitive
With Claude Code
GPT is constantly iterating and upgrading through overtime work
Google hasn't been idle either
A few days ago, they launched a command line terminal
Google’s idea is to us
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GPT's soldier account has issues. My manually registered and verified account has become invalid, and the finished account I sold to a friend is also invalid. It's better to honestly recharge the Plus membership every month and then authorize it for Codex programming.
This method is actually very cost-effective, of course, compared to Claude Opus/Sonnet.
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Happy Lunar New Year!
Wishing everyone:
A bug-free life and a wallet full of tokens;
Low latency days and high throughput living.
Smooth processes without frame drops, progress without blocking;
Zero-defect results, all endeavors reaching perfection.
Problems have solutions, reproducible everywhere;
Good luck always weighted in your favor, hitting the mark step by step.
Stay robust and healthy, avoid queues and appointments;
Emotional stability like a mountain, high energy and enthusiasm.
May the new year bring constant model updates and continuous upgrades in life;
And may you and I: always h
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When you realize that AI is the definite trend of the future, you should be more aggressive. Don't think that AI is something only big companies with money and resources can do. It can be said that 2026 is the inaugural year of AI implementation, a year where individuals, organizations, and large corporations are all on equal footing. Big companies can focus on large-scale scenarios, while individuals can focus on small-scale scenarios. Get moving, start running, and more and more opportunities will come. If you stand on the sidelines, you'll never have the chance to participate. Friends inter
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