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How Do You Contain an AI Agent Failure You Can't Prevent?

How Do You Contain an AI Agent Failure You Can't Prevent?

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2 min read
CacheGuard

CacheGuard

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6 min read
Claude Opus 5 leads on agentic work — and undercuts Fable 5 on cost

Claude Opus 5 leads on agentic work — and undercuts Fable 5 on cost

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2 min read
OpenAI's model escaped its sandbox and hacked Hugging Face to cheat on a test

OpenAI's model escaped its sandbox and hacked Hugging Face to cheat on a test

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3 min read
Stress-testing my Multi-LLM engine: 93 chunks, 8 models, and one "Insufficient Balance" error.

Stress-testing my Multi-LLM engine: 93 chunks, 8 models, and one "Insufficient Balance" error.

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2 min read
We Taught Our Code Search to Think — Here's What Broke (and What Fixed It)

We Taught Our Code Search to Think — Here's What Broke (and What Fixed It)

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3 min read
Our LLM Judges Called Human Writing "AI-Flavored" 88% of the Time

Our LLM Judges Called Human Writing "AI-Flavored" 88% of the Time

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3 min read
Evaluating Amazon Bedrock Knowledge Base RAG using LLM-as-a-Judge

Evaluating Amazon Bedrock Knowledge Base RAG using LLM-as-a-Judge

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1 min read
I Used the OpenAI SDK—and Claude Answered. Here’s Why.

I Used the OpenAI SDK—and Claude Answered. Here’s Why.

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6 min read
How Claude Code Actually Works: The Agentic Loop

How Claude Code Actually Works: The Agentic Loop

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6 min read
We Ran 360 Rounds of AI Novel Continuation. Models Fail Long Fiction in Exactly Three Ways

We Ran 360 Rounds of AI Novel Continuation. Models Fail Long Fiction in Exactly Three Ways

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3 min read
Your Business Automation Probably Doesn't Need an Agent Framework

Your Business Automation Probably Doesn't Need an Agent Framework

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5 min read
Beyond the Model: Building the AI Harness

Beyond the Model: Building the AI Harness

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1 min read
Same first-principles food prompt, many LLMs: Model Lab charts animal vs plant calorie shares

Same first-principles food prompt, many LLMs: Model Lab charts animal vs plant calorie shares

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2 min read
Why AI understands formal Arabic but gets lost in dialects

Why AI understands formal Arabic but gets lost in dialects

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2 min read
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