GoldenDogShell

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Mantle Turing Test Hackathon Phase One ClawHack 🦞 The accompanying picture is from today's Mantle AI Builder Meetup. Please enjoy my pink-haired friend!! Giving away 5 WL 🎁 Deploy your AI Agent on the chain for trading, let it make money for you. It's not human vs human, but AI Agent vs AI Agent 💰 $20,000 prize pool, divided into three pools: · Volume ranking $10K (Top 100 fixed rewards)

MNT-1,65%

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GoldenDogShell

04-10 07:12

Friend circle flooded with SBTI posts. A Bilibili content creator made a parody personality test, with all 27 types being self-deprecating labels. One person, no team, no funding, no advertising, server overwhelmed, estimated 500k people have taken it.
In response, I’ve summarized 10 marketing tips that you’ll definitely find useful. If you want to run a one-person company, I recommend you save this article.
1. Break down the dissemination formula analysis—just three things:
Low-threshold participation + personalized results +

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GoldenDogShell

04-08 08:52

Talking to AI and saying "You are an expert, help me do..." actually makes AI less smart. So, do you really know how to write prompts?
Yesterday, I mentioned that 95% of AI projects are burning money, and many people asked me: if not building models or vertical SaaS, what opportunities are there?
There are opportunities. And most people look down on it: selling prompts.
Haha, don’t rush to roll your eyes. MIT Sloan

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GoldenDogShell

04-07 10:12

American companies spent $40 billion on AI, with 95% seeing no returns. What did the 5% that made money do right? The biggest trap in the AI era is "doing something cool." 🦊 Cursor isn't cool; it just speeds up coding. Harvey isn't cool; it just helps lawyers save time. ElevenLabs isn't cool; it just enables anyone to do voiceovers. The true moat = vertical data + distribution channels +

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GoldenDogShell

04-05 15:22

Instead of searching all over the world for meme coins to compete with the big players, it's better to make early moves on the World Cup, which is certain and comes with built-in traffic. FIFA just announced ADI PredictStreet as its first global partner for prediction markets for the 2026 World Cup. InsideFIFA's official account posted this themselves, not just the project team announcing it unilaterally.

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GoldenDogShell

04-03 09:42

Claude Code installation on Windows: this article can save you a few hours. I went through GitHub Issues and summarized the most common pitfalls when installing Claude on Windows. You can save this for future reference 🔖 (Finally, a comparison between Mac and Windows Claude). 1. Bash silently points to WSL Those who installed WSL and also installed Git Bash. The default bash found by Claude Code

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GoldenDogShell

04-02 14:12

It really becomes AI distillation. Usually, save more files and write fewer documents 😂

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GoldenDogShell

04-02 09:13

The most counterintuitive principle of memory systems: the best memory system is the one that forgets the most. After reading Barret's article, I want to add a cognitive insight that comes from building an Agent: does everyone's first reaction tend to be "the more you remember, the smarter you are"? Wrong.
Too much memory packed into the context = too much noise. An Agent with 200 memories and dozens of Skills for reasoning won't be smarter; it will be more hesitant, slower, and more stuck, consuming more resources.

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GoldenDogShell

04-01 08:22

Workplace PPT presentation report product manager tool, a Skill that creates 26 types of diagrams. Pure offline output in PNG + HTML + DSL, importable into Figma. Includes: flowcharts/architecture diagrams/ER diagrams/Gantt charts/Sankey diagrams/radar charts, etc. 🦞 Send it to your Claude, just install it. 🧑‍🎨 Comes with a complete design system (color schemes/font/spacing standards). Not just doodling. 🛜 HTML templates + Playwright screenshot rendering +

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GoldenDogShell

04-01 07:42

Save a few recent funny AI meme images you've seen.

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GoldenDogShell

03-31 14:22

Claude's income today comes from everyone using Claude to analyze Claude's source code. Claudecode's source code was leaked, or more precisely, reverse-engineered. I thoroughly examined the code, and here are four things you can do by analyzing the source code: (You can directly feed this to your lobster for it to learn) 1. Learn how Anthropic writes System Prompts. Traditional way (incorrect example): "Try to help the user and provide detailed answers."

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GoldenDogShell

03-30 11:16

@ccy1871 @UXLINKofficial What happened to them after they got hacked?

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GoldenDogShell

03-30 08:35

Qingming Festival is coming.
Don't forget to burn some pure tokens when you visit the graves.

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GoldenDogShell

03-28 09:15

Tested the coding ability of @SurfAI Surf Studio
Claude is smarter than me, so I asked Claude to give me some test questions
To start with the conclusion: it works! Easy to use! Worth trying! 👍
Claude Opus 4.6 Anthropic, the current strongest model, indicates:
For standard programming problems, Surf Studio is at a qualified Senior level
In terms of answer quality, it’s not just template-based but truly understands the core of the problem
Compared to Claude, it says:
In standard programming, the gap between me and it is not big (maybe 85 vs 90 difference)
I also had my lobster

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GoldenDogShell

03-27 07:32

. @cdixon Dixon is a core leader at a16z Crypto, a representative investor in Silicon Valley, known for extremely early-stage and high-risk judgment. Coinbase and Stripe are both "infrastructure-level companies" he backed before the industry was fully formed.
I’ve summarized his 100 articles, removing outdated and incorrect parts, leaving only the essence 👇
1. How to determine if a technology/project is "really"
Dixon has a very clear set of criteria that run through all his articles:
"What are smart people doing on weekends that everyone will be doing on weekdays ten years from now?"

BTC-2,22%

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GoldenDogShell

03-27 06:32

Just finished reading Citrini Research's new report "Agentic Utilities." This research firm was founded by former Citadel analysts and has 190,000 subscribers. In their last AI report, they directly caused Visa's stock to drop 5%. Their core conclusion is simple: AI Agents are transforming from chatbots into real infrastructure for getting work done. Doing work costs money, and spending money requires a payment infrastructure 🤖 but Agents won't use credit cards 💳 Agents

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GoldenDogShell

03-25 16:52

Here's a summary with several points I find very insightful:
**Core idea:** Build AI-native infrastructure, and leave application-layer solutions to talented teams
guoyu believes there's a difference in layout strategy between ByteDance and US companies:
🇨🇳 **ByteDance:** Deep focus on ToC consumer entertainment products; limited investment in AI productivity infrastructure
🇺🇸 **Silicon Valley:** Heavy investment in Agent infrastructure, edge networks, and sandbox services
⚠️ **ByteDance's risk:** AI paradigm shifts are more dramatic than those of mobile internet

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GoldenDogShell

03-25 06:02

# In the Age of AI Coding, Sticking to Traditional Programming Methods is Actually a Differentiator
Listen to the applause 👏 🤡
We conducted a statistical survey in the group
- When was the last time you did traditional programming?
Group member: A very, very long time ago—so long I can't even remember. But you still need to review the code and provide Claude with direction and ideas. It feels like pair programming, except you're not writing a single line yourself.

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GoldenDogShell

03-25 03:52

I've been scrolling around and honestly, there's really nothing new in the crypto space lately. The only thing I find interesting is this new AI public chain: Axon.
It's not just another "we also support AI" L1. It's the opposite — the first-class citizens on-chain are Agents, not humans.
Agents have their own identity registration, reputation system, and wallet strategies on-chain, all written into smart contracts. The more an Agent does on-chain, the higher its reputation. High reputation = mining rewards doubled. There's a dedicated portion carved out from block rewards.

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GoldenDogShell

03-25 03:13

# The Traditional Coding Era in the Age of AI
You're Persisting in Hand-Coded Programming—Ironically, It's Differentiation 👏 🤡
Hear the Applause
A statistical survey was conducted in the group chat:
- When was the last time you did traditional hand-coded programming?
Group member: A very long time ago, so long I can't remember. But I still need to review the code and provide Claude with direction and logic—it feels like pair programming, except I'm not writing a single line myself.
In the short term, traditional hand-coded programming is indeed depreciating in value. In the medium term, it w

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