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What If AI Breaks Loose? A Developer's Thought Experiment

What If AI Breaks Loose? A Developer's Thought Experiment

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3 min read
Why Large Language Models Hallucinate (And Why That Isn't a Bug)

Why Large Language Models Hallucinate (And Why That Isn't a Bug)

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4 min read
The Irony Nobody's Talking About: US Frontier Models Needed a Chinese Model to Defend Against Themselves

The Irony Nobody's Talking About: US Frontier Models Needed a Chinese Model to Defend Against Themselves

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3 min read
Building AI-Native Organizations: Why Most Companies Are Automating the Wrong Things

Building AI-Native Organizations: Why Most Companies Are Automating the Wrong Things

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4 min read
LLM Failover Isn't Just a Backup Model: Retry, Fallback, Cache, and Semantic Routing

LLM Failover Isn't Just a Backup Model: Retry, Fallback, Cache, and Semantic Routing

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3 min read
My $500 Open LLM Fine Tuning Cost Beat GPT-4

My $500 Open LLM Fine Tuning Cost Beat GPT-4

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6 min read
Anthropic deleted 80% of Claude Code's system prompt. No regression.

Anthropic deleted 80% of Claude Code's system prompt. No regression.

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2 min read
176 大模型统一调度:LiteLLM + LangGraph 如何让 OpenAI/Claude/Qwen/DeepSeek 一键切换

176 大模型统一调度:LiteLLM + LangGraph 如何让 OpenAI/Claude/Qwen/DeepSeek 一键切换

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4 min read
8 端同源架构:一个 TypeScript Monorepo 如何同时输出 Web/API/CLI/Desktop/Extension/Mobile/Miniapp

8 端同源架构:一个 TypeScript Monorepo 如何同时输出 Web/API/CLI/Desktop/Extension/Mobile/Miniapp

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4 min read
KV Cache Quantization: I Stretched Qwen 35B's Context 8 on 12GB VRAM

KV Cache Quantization: I Stretched Qwen 35B's Context 8 on 12GB VRAM

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3 min read
Why Your AI Resume Sounds Generic (And How to Fix It)

Why Your AI Resume Sounds Generic (And How to Fix It)

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9 min read
MCP Usage Metering: Track Agent Tool Calls Without Billing Surprises

MCP Usage Metering: Track Agent Tool Calls Without Billing Surprises

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9 min read
Catching the AI Agent Failure Mode Your Loop Guard Can't See

Catching the AI Agent Failure Mode Your Loop Guard Can't See

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4 min read
The End of the Algorithmic Overlord: Why AI's Future Belongs to Local-First, Open Source

The End of the Algorithmic Overlord: Why AI's Future Belongs to Local-First, Open Source

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5 min read
AI agent architecture: components of a system that survives real traffic

AI agent architecture: components of a system that survives real traffic

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5 min read
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