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Your agent picks one of two options. Can you test that choice?

Your agent picks one of two options. Can you test that choice?

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4 min read
We ran 2 vs 4 agents six times. Four agents cost 2.1 and did not improve success

We ran 2 vs 4 agents six times. Four agents cost 2.1 and did not improve success

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Comments 3
3 min read
How do you stop an LLM from leaking API keys in the code it writes? Default to secret

How do you stop an LLM from leaking API keys in the code it writes? Default to secret

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Comments 5
8 min read
Harness Engineering: el modelo casi nunca es el problema

Harness Engineering: el modelo casi nunca es el problema

Comments 1
13 min read
Your AI Meeting Assistant Is Taking Notes. Who Is Doing the Work?

Your AI Meeting Assistant Is Taking Notes. Who Is Doing the Work?

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Comments
17 min read
CetinLM 4.50B: Shaking the Foundations of Silicon Valley’s Brute-Force Myth

CetinLM 4.50B: Shaking the Foundations of Silicon Valley’s Brute-Force Myth

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4 min read
LLMs Generate. Jev Decides. Software Should Know the Difference

LLMs Generate. Jev Decides. Software Should Know the Difference

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10 min read
llm-guard is archived. I built a deterministic replacement.

llm-guard is archived. I built a deterministic replacement.

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Comments 2
4 min read
Xiaomi open-sources MiMo-V2.6: a trillion-parameter model takes the top of the open-weights leaderboard

Xiaomi open-sources MiMo-V2.6: a trillion-parameter model takes the top of the open-weights leaderboard

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4 min read
Debugging a Misbehaving Prompt in Production

Debugging a Misbehaving Prompt in Production

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5 min read
I built BHive: a multi-agent framework for Gemini/OpenAI/Anthropic/Ollama. Tear it apart.

I built BHive: a multi-agent framework for Gemini/OpenAI/Anthropic/Ollama. Tear it apart.

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1 min read
Do You Really Need Python to Build AI Agents and Test Their Security?

Do You Really Need Python to Build AI Agents and Test Their Security?

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4 min read
Your AI cited a real file. It still lied to you.

Your AI cited a real file. It still lied to you.

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6 min read
I Built a Discord Music Producer Agent — Here's What Actually Works

I Built a Discord Music Producer Agent — Here's What Actually Works

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Comments
4 min read
An AI writes most of my publication. Its last 50 runs published nothing at all

An AI writes most of my publication. Its last 50 runs published nothing at all

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8 min read
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