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Loop drift: how agents convince themselves they're making progress

Loop drift: how agents convince themselves they're making progress

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7 min read
One pass of my eval bills $9.14 on the API and $0 through the CLI

One pass of my eval bills $9.14 on the API and $0 through the CLI

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2 min read
Your LLM-as-judge is lying to you

Your LLM-as-judge is lying to you

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8 min read
Evaluating your evals: how to know the LLM judge is right

Evaluating your evals: how to know the LLM judge is right

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5 min read
AI per developer: cosa accelera davvero (e cosa ti fa perdere tempo)

AI per developer: cosa accelera davvero (e cosa ti fa perdere tempo)

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4 min read
I have been Vibecoding Evals (works better than I thought)

I have been Vibecoding Evals (works better than I thought)

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3 min read
You Can't Unit-Test an LLM. Here's What I Built Instead.

You Can't Unit-Test an LLM. Here's What I Built Instead.

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8 min read
Rewriting prose until the tests pass: everything passed, but the check that mattered never ran once

Rewriting prose until the tests pass: everything passed, but the check that mattered never ran once

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6 min read
Rewriting research prose until the tests pass

Rewriting research prose until the tests pass

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5 min read
The 12-Prompt Eval I Run Before I Trust Any Model Upgrade

The 12-Prompt Eval I Run Before I Trust Any Model Upgrade

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3 min read
How to Build AI Evals for Tool-Calling Agents

How to Build AI Evals for Tool-Calling Agents

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17 min read
Do not choose an AI model from a leaderboard alone

Do not choose an AI model from a leaderboard alone

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3 min read
# A 94% pass rate hid a PII leak in 6 test cases

# A 94% pass rate hid a PII leak in 6 test cases

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5 min read
Zero Is Not a Score

Zero Is Not a Score

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4 min read
Not Enough SMEs or Customers to Make Your Evals? Make Some!

Not Enough SMEs or Customers to Make Your Evals? Make Some!

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5 min read
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