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Deterministic Checks vs Model-as-Judge: A Tiered Approach to Agent Evaluation

Deterministic Checks vs Model-as-Judge: A Tiered Approach to Agent Evaluation

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4 min read
Monitoring vs Evaluation — What's the Difference (and Why It Matters)

Monitoring vs Evaluation — What's the Difference (and Why It Matters)

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6 min read
Evals Are Alignment Enforcement: Why Your Safety Strategy Needs Runtime Checks

Evals Are Alignment Enforcement: Why Your Safety Strategy Needs Runtime Checks

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5 min read
The Alignment Problem Is an HR Problem - And We Should Treat It Like One

The Alignment Problem Is an HR Problem - And We Should Treat It Like One

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4 min read
第一次对AI Agent的精神病学评估

第一次对AI Agent的精神病学评估

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1 min read
Prompt Engineering for Automated Evaluation: Making LLMs the Judge in AI Builder Solutions

Prompt Engineering for Automated Evaluation: Making LLMs the Judge in AI Builder Solutions

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4 min read
The First Psychiatric Evaluation of AI Agents

The First Psychiatric Evaluation of AI Agents

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3 min read
Why I used three different critic roles instead of one (and what the eval taught me)

Why I used three different critic roles instead of one (and what the eval taught me)

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6 min read
Building a domain-specific LLM evaluation set from scratch

Building a domain-specific LLM evaluation set from scratch

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8 min read
What is an LLM evaluation harness? A deep dive into lm-eval-harness

What is an LLM evaluation harness? A deep dive into lm-eval-harness

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7 min read
Evaluating LLM code reviewers: an offline harness for precision, recall, and routing"

Evaluating LLM code reviewers: an offline harness for precision, recall, and routing"

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5 min read
RAG Series (8): RAG Evaluation System — Speaking with Data

RAG Series (8): RAG Evaluation System — Speaking with Data

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9 min read
How do you eval LLM output that isn't code?

How do you eval LLM output that isn't code?

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3 min read
why Cohen's kappa drifts week to week (and what to do about it)

why Cohen's kappa drifts week to week (and what to do about it)

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1 min read
Dogfooding an LLM agent eval pack on my own production agent — what 6-dim methodology surfaced

Dogfooding an LLM agent eval pack on my own production agent — what 6-dim methodology surfaced

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5 min read
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