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AI Agents Can’t Write… Until They Join a Workshop

AI Agents Can’t Write… Until They Join a Workshop

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3 min read
🤖 My AI Agents Version Themselves: How We Built Self-Evolving Personas Using Semantic Versioning

🤖 My AI Agents Version Themselves: How We Built Self-Evolving Personas Using Semantic Versioning

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21 min read
Building Crash-Recovery State Machines for Long-Running LLM Pipelines in Python

Building Crash-Recovery State Machines for Long-Running LLM Pipelines in Python

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4 min read
Agent Tools

Agent Tools

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86 min read
Fail-Open LLM Architecture: Why Your Reviewer Stage Should Never Block a Decision

Fail-Open LLM Architecture: Why Your Reviewer Stage Should Never Block a Decision

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6 min read
From Voice to Action: Building an AI Agent with Speech and LLMs

From Voice to Action: Building an AI Agent with Speech and LLMs

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2 min read
I Spent 140 Sessions Using Claude Code. It Lied About What It Did.

I Spent 140 Sessions Using Claude Code. It Lied About What It Did.

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4 min read
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
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 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
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
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
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
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