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2026年第11週 AI 深度週報:政府、電力、安全的三重考驗

2026年第11週 AI 深度週報:政府、電力、安全的三重考驗

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1 min read
Tokens - the Language of AI

Tokens - the Language of AI

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4 min read
We Built a Service That Catches LLM Drift Before Your Users Do

We Built a Service That Catches LLM Drift Before Your Users Do

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3 min read
How to Effectively Validate AI Agents Against Real Production Environments and Infrastructure Beyond Simplified Staging

How to Effectively Validate AI Agents Against Real Production Environments and Infrastructure Beyond Simplified Staging

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4 min read
🏗️ 📐 Harness Engineering: The Emerging Discipline of Making AI Agents Reliable 🤖

🏗️ 📐 Harness Engineering: The Emerging Discipline of Making AI Agents Reliable 🤖

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20 min read
AI continuous development - My Toilet-to-Prod Pipeline

AI continuous development - My Toilet-to-Prod Pipeline

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12 min read
See Every AI Tool Call: MCP Tool Call Metrics in Real Time

See Every AI Tool Call: MCP Tool Call Metrics in Real Time

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6 min read
15 Best LM Studio Alternatives for Running Local LLMs (2026)

15 Best LM Studio Alternatives for Running Local LLMs (2026)

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16 min read
How to Reduce AI Hallucinations in Production: Grounding, RAG, and Guardrails That Actually Work

How to Reduce AI Hallucinations in Production: Grounding, RAG, and Guardrails That Actually Work

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16 min read
When the Fallback Model Killed the Personality — A DeepSeek Personality Drift Incident

When the Fallback Model Killed the Personality — A DeepSeek Personality Drift Incident

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3 min read
Why MCP tool calling doesn't work well for AI agents — and what Cloudflare, Anthropic, and Pydantic are doing instead

Why MCP tool calling doesn't work well for AI agents — and what Cloudflare, Anthropic, and Pydantic are doing instead

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3 min read
The Developer's Guide to Running LLMs Locally: Ollama, Gemma 4, and Why Your Side Projects Don't Need an API Key

The Developer's Guide to Running LLMs Locally: Ollama, Gemma 4, and Why Your Side Projects Don't Need an API Key

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4 min read
How to Set Up Weighted Load Balancing Across LLM Providers

How to Set Up Weighted Load Balancing Across LLM Providers

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6 min read
GPT-5.1 Was Retired on March 11 — Here's What Broke in Your LLM App

GPT-5.1 Was Retired on March 11 — Here's What Broke in Your LLM App

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4 min read
How LLMs Are Transforming Code Review in 2026

How LLMs Are Transforming Code Review in 2026

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2 min read
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