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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
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
Tokens - the Language of AI

Tokens - the Language of AI

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4 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
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
I tried out "1-bit LLM Bonsai" using the Linux terminal app on my Google Pixel 7a.

I tried out "1-bit LLM Bonsai" using the Linux terminal app on my Google Pixel 7a.

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2 min read
The End of Destructive AI Hallucinations: Hybrid Kernel Architecture with Java 25 and Zero-Trust Guardrails

The End of Destructive AI Hallucinations: Hybrid Kernel Architecture with Java 25 and Zero-Trust Guardrails

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9 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
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
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
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
AEBA: the missing observability layer for autonomous AI agents

AEBA: the missing observability layer for autonomous AI agents

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6 min read
Spec-Driven Development Based on DSPI: Design-Specify-Plan-Implement

Spec-Driven Development Based on DSPI: Design-Specify-Plan-Implement

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9 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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