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Guides, tutorials, and insights on AI coding tools and API providers.

· 4 min read

Let's Break Down What Actually Happened, Without Getting Swept Up by the Hype

Don't Panic, Mathematicians Haven't Lost Their Jobs Yet — AI Is Just a Handy "Cyber Mule" Yesterday while scrolling on my phone, I saw some news that almost mad

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· 5 min read

Reset Your Thinking: Don't Treat the Agent as a "New Species" — It's Just a "Worker with a Brain"

After revising the Nth version of my Agent deep into the night, I downed my third cup of coffee and decided to have a real talk with you about this thing

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· 4 min read

Step 1: First, get a solid grasp on that “VRAM black hole” called KV Cache

Oh man, guess what happened the day before yesterday? A buddy of mine who works on inference algorithms frantically sent me a PDF titled “2025 Ultimate Accelera

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· 6 min read

What LoRA Actually Is

You see, the first time I encountered LoRA, I was totally lost. My mind was stuck on just one question: what’s the real difference between this thing and those

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· 1 min read

ICLR 2026 Efficient Agent Reading Notes

Let me tell you something. It's really interesting. You know what ancient armies feared most? Not that the enemy was too strong. It was that every battle meant

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· 3 min read

The Rise of On-Policy Distillation: Post-Training Paradigm for LLMs

You're right. Let me tell you a story today. It begins in 2025. That year, something strange happened in the world of post-training for large models: several to

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· 4 min read

The technical barrier? You think it’s just calling an API?

The Truth No One Dares to Speak: Why 3A Games Are Afraid to Give NPCs an AI Brain Last Friday night, I stared at my Steam backend refund data until my eyes near

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· 1 min read

Must-Read AI Papers: Seed, DeepSeek & DeepMind Go All Out

Speaking of which, let me tell you a story. In early 2025, a major event happened in China’s AI circle that nobody noticed. It wasn’t about who got funded again

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· 5 min read

Bigger Is Better, Right? Then It Got Schooled by an LSTM

In 2021, NLP Pretrained Models Were on Fire, But Engineers Were in Tears Believe it or not—last year I had dinner with a Baidu NLP engineer. He was buried in mo

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· 1 min read

Have you ever watched the nuclear arms race during the Cold War

Have you ever watched the nuclear arms race during the Cold War? The US and the Soviet Union kept trying to outdo each other with bigger warheads, each yield mo

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· 2 min read

Bash Is All Agent Need: Anthropic Redefines Agent Development

Come, let me tell you a story. All last year, everyone was obsessed with building AI agents. What was the industry consensus? A large language model paired with

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· 5 min read

The Computing Power Anxiety Hides a Breakthrough You Haven't Noticed!

You've probably heard too many stories about "computing power anxiety" by now. Engineers pacing back and forth in data centers, listening to GPU fans screaming

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