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2025 is worth summarizing
1. Cognition: Through AI, this year's knowledge intake has surpassed the past five years. The happiest moment was that Vibe Coding allowed me to regain my programming skills from eight years ago and create a product that can be commercialized. Logic is the core competitiveness.
2. Relationships: A healthy relationship is based on being true to oneself. All internal conflicts in relationships stem from the illusion of "wanting to change others." True maturity is allowing—allowing others to be themselves and being firm in being oneself. Only by loving oneself first can
1. Cognition: Through AI, this year's knowledge intake has surpassed the past five years. The happiest moment was that Vibe Coding allowed me to regain my programming skills from eight years ago and create a product that can be commercialized. Logic is the core competitiveness.
2. Relationships: A healthy relationship is based on being true to oneself. All internal conflicts in relationships stem from the illusion of "wanting to change others." True maturity is allowing—allowing others to be themselves and being firm in being oneself. Only by loving oneself first can
AE1,4%
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Reconstructed a new architecture, strengthened risk control, and arbitrage between Polymarket and Kalshi can now achieve stable profits. Next, the goal is to horizontally expand this framework to more exchanges, vertically match more types of events, and deploy the order services for Polymarket and Kalshi separately, communicating via AWS internal network.
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Everyone is talking about Kuaishou, but I scrolled for an hour and didn't see a single video you posted. Isn't that frustrating?
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Many people in the market talk about the prediction market's end-of-session strategy making small profits regularly, but losing it all when encountering a black swan. There are also many who discuss the YES + NO arbitrage, but these are all old players who have not truly run the strategies themselves.
1. End-of-day strategies cannot be mindlessly all-in; with so many events in the market, a true end-of-day strategy is to diversify into the end of day. Additionally, event selection itself is not simply about jumping in when seeing a 99%; there is room for strategy optimization in deciding w
View Original1. End-of-day strategies cannot be mindlessly all-in; with so many events in the market, a true end-of-day strategy is to diversify into the end of day. Additionally, event selection itself is not simply about jumping in when seeing a 99%; there is room for strategy optimization in deciding w
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These past few days, I've been heavily using Codex GPT-5.2. For the first time, ChatGPT Pro members are concerned about quota limits, while Claude Codex Max hasn't been used for two days.
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In Codex CLI, you can't see GPT-5.2. Use the following command to unlock it, and it's really much more powerful. Go try it now!
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The Evolution of AI: Human-Machine Boundaries, De-Management, and Career Choices
1. Clarifying the Division of Labor Between AI and Humans—This Is Crucial
What is AI? It’s an untiring standardization fanatic, backed by a massive knowledge base. Throw it an idea, and it can instantly give you a hundred actionable solutions; give it a piece of lousy code, and it can revise it into textbook-level best practices. AI is responsible for getting things done right, fast, and to the extreme.
And humans? Humans are responsible for the non-standard tasks. Ideas are differentiated—they don’t grow in datab
View Original1. Clarifying the Division of Labor Between AI and Humans—This Is Crucial
What is AI? It’s an untiring standardization fanatic, backed by a massive knowledge base. Throw it an idea, and it can instantly give you a hundred actionable solutions; give it a piece of lousy code, and it can revise it into textbook-level best practices. AI is responsible for getting things done right, fast, and to the extreme.
And humans? Humans are responsible for the non-standard tasks. Ideas are differentiated—they don’t grow in datab
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Vibe Coding Beginner's Guide - Essential Skills in the AI Era
1. What does it mean to "really use AI"?
Many people think that using AI means being able to write prompts and chat in a dialog box. In reality, you don't need to write the prompts; AI can write them better and more professionally (the first image is a prompt for an architect that Claude Code wrote for me). Chatting in a dialog box is always too fragmented and cannot form a system. True "usage" means letting AI do the work for you. Don't treat AI as a chatting partner; treat it as your brainstorming partner, as your CTO.
View Original1. What does it mean to "really use AI"?
Many people think that using AI means being able to write prompts and chat in a dialog box. In reality, you don't need to write the prompts; AI can write them better and more professionally (the first image is a prompt for an architect that Claude Code wrote for me). Chatting in a dialog box is always too fragmented and cannot form a system. True "usage" means letting AI do the work for you. Don't treat AI as a chatting partner; treat it as your brainstorming partner, as your CTO.
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Wrote an interface for Polymarket in RUST, achieving order placement with high concurrency at 300ms. Currently using a server in Tokyo, do you have any recommendations for a faster server?
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It's not surprising that Gemini exceeded expectations in delivery. In Mage 7, Microsoft has operating systems and PCs, Amazon has e-commerce, Meta has social platforms, evaluation has hardware and operating systems, TSL has electric vehicles, NVIDIA has graphics cards, while Google only has search, which is most easily replaced by AI, and a bunch of non-commercialized, Open Source AI architectures. If you don't go ALL-in, companies will be gone. Technically, having mature AI frameworks and important text search technology in large models is crucial.
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Experience using Gemini 3 Pro + Antigravity:
In the past, during Vibe Coding, due to the limitations of context length, I paid great attention to context engineering management when working on large projects.
My workflow is:
Review
Review its completeness.
Code Review
Therefore, my core task is to: clarify my needs, define the subagents for each stage, specify the output style, and then configure the relevant skills for the subagents.
The Gemini 3 Pro's ultra-long context management and advanced reasoning and planning capabilities, along with Antigravity's complete replaceability
View OriginalIn the past, during Vibe Coding, due to the limitations of context length, I paid great attention to context engineering management when working on large projects.
My workflow is:
Review
Review its completeness.
Code Review
Therefore, my core task is to: clarify my needs, define the subagents for each stage, specify the output style, and then configure the relevant skills for the subagents.
The Gemini 3 Pro's ultra-long context management and advanced reasoning and planning capabilities, along with Antigravity's complete replaceability
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About Perp DEX: 1. Large washing machines, this track will always exist, the demand for washing machines provides a large amount of liquidity, and no single entity will dominate; 2. Multi-platform liquidity, offering a large number of scalable Arbitrage opportunities.
Discuss more about how to make money from this, and less about whether this track is promising.
View OriginalDiscuss more about how to make money from this, and less about whether this track is promising.
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Aster is the biggest opportunity this year. At that time, I was researching market maker strategies and saw that Aster had an airdrop expectation, so I decided to practice with it. The early strategy was not optimized, which caused some wear and tear, but after optimization, it was able to generate stable profits. I also held a strategy sharing session at that time. In the end, I incurred a wear and tear of 40U on 500U, and I gave myself a rebate of 70U, resulting in a cost of -30U. If I had received the airdrop now, one account could sell for 1.5wu.
There are still many opportunities in the c
There are still many opportunities in the c
ASTER-0,36%
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