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Your LLM CI/CD Tests Aren't Enough — Here's the Gap

Your LLM CI/CD Tests Aren't Enough — Here's the Gap

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3 min read
How to Get Notified the Moment OpenAI or Anthropic Changes Your Model

How to Get Notified the Moment OpenAI or Anthropic Changes Your Model

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3 min read
GPT-5.2 Changed on Feb 10 — Here's How to Know If Your Prompts Broke

GPT-5.2 Changed on Feb 10 — Here's How to Know If Your Prompts Broke

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2 min read
I Audited 7 Official MCP Servers — Here Is What I Found

I Audited 7 Official MCP Servers — Here Is What I Found

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4 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
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
AI continuous development - My Toilet-to-Prod Pipeline

AI continuous development - My Toilet-to-Prod Pipeline

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12 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
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
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