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Portable Agent Governance at Solo-Developer Scale: A Four-Domain Case Study

Portable Agent Governance at Solo-Developer Scale: A Four-Domain Case Study

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8 min read
How Much Does AI Actually Cost? The Field Guide to 12 AI Economics Calculators

How Much Does AI Actually Cost? The Field Guide to 12 AI Economics Calculators

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5 min read
Claude Opus 5: The Flagship Got Cheaper (There's a Catch)

Claude Opus 5: The Flagship Got Cheaper (There's a Catch)

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9 min read
I scanned 25 popular MCP servers — the hidden context-tax spans 544

I scanned 25 popular MCP servers — the hidden context-tax spans 544

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3 min read
权重即数据:神经网络权重空间学习如何成为 AI 的下一类训练集

权重即数据:神经网络权重空间学习如何成为 AI 的下一类训练集

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2 min read
Container-Native AI: Mastering GPU Passthrough, Memory Limits, and Auto-Scaling for Your Agent Infrastructure

Container-Native AI: Mastering GPU Passthrough, Memory Limits, and Auto-Scaling for Your Agent Infrastructure

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5 min read
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
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
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
Who teaches an agent to take the L?

Who teaches an agent to take the L?

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4 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
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