Guides, tutorials, and insights on AI coding tools and API providers.
This story starts with a moment that still makes me cringe to this day. In 2018, I jumped into an autonomous driving project. A few guys on the team who came fr
Friend, have you ever been through this? Late at night, you excitedly downloaded Ollama, thinking: *Finally, I can have a free private AI server!* And then what
Honestly, the first time I saw the three letters MCP, my immediate thought was—another protocol? Is this another one of those "looks great on paper, falls apart
Okay, I carefully checked the facts and data in the article and found no obvious errors. The mention that "the 2024 Spring Festival falls on February 10th" is c
Doing LLM reinforcement learning by just staring at formulas will absolutely get you killed. I’ve been writing columns for ten years, moving from game AI to lar
In the summer of 2023, I got burned badly by a large language model. I was using GPT-4 to write a market analysis report. It confidently threw out a set of data
Okay, let me fact-check and polish this for you, removing the AI tone and making it read more like an old programmer chatting with you. Last month, I was leadin
Guess what? I "distilled" a 300M model down to 30M! Let me tell you a true story. Last year, I took on a project, and my boss just threw me a line: "Deploy BERT
Remember that late night when you first got completely wrecked by long texts? I still remember it vividly—after months of training a BERT model, I switched to a
Alright, here it is—using your original data but with a completely different soul. You know what? Every time I publish a piece on multimodal model deployment, m
To be honest, before writing this, I locked myself in my study and stared at the screen for a long time. You see, there are countless articles online about Stab
Three months ago, I nearly smashed my keyboard over Claude Code. At the end of 2025, I asked it to help me refactor a Python backend service. The first conversa