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3 System Prompts That Make AI Agents Less Wrong (Free, Copy-Paste)

3 System Prompts That Make AI Agents Less Wrong (Free, Copy-Paste)

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4 min read
I Graded 120 Agent Runs. Enforcement Bought the Paperwork, Not the Fix

I Graded 120 Agent Runs. Enforcement Bought the Paperwork, Not the Fix

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7 min read
Karpathy built HackerTube in 2 hours. I rebuilt it in the open and measured it

Karpathy built HackerTube in 2 hours. I rebuilt it in the open and measured it

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5 min read
How to build an AI agent for production

How to build an AI agent for production

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11 min read
Priced per TB/s, the H200 beats the H100 at 6 of 7 providers

Priced per TB/s, the H200 beats the H100 at 6 of 7 providers

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6 min read
When Should an LLM Router Stop Being Sticky? llm-d 1.0 Cache-Affinity Routing, Break-Even Math, and a Simulation

When Should an LLM Router Stop Being Sticky? llm-d 1.0 Cache-Affinity Routing, Break-Even Math, and a Simulation

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14 min read
Run a Capable LLM on Your Own Machine

Run a Capable LLM on Your Own Machine

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5 min read
YC Labs and Olam Labs ran 50 AI agents in a Minecraft civilization experiment

YC Labs and Olam Labs ran 50 AI agents in a Minecraft civilization experiment

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3 min read
What a 32GB GPU actually lets you run locally

What a 32GB GPU actually lets you run locally

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3 min read
I capped my coding agent's tool output to save tokens. It used 2.65 times as many.

I capped my coding agent's tool output to save tokens. It used 2.65 times as many.

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10 min read
FlatCake: Why Tiered KV Cache Storage Is Holding LLM Serving Back

FlatCake: Why Tiered KV Cache Storage Is Holding LLM Serving Back

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5 min read
Slang Is a Dial: Training a 125M Language Model From Scratch on Free GPUs

Slang Is a Dial: Training a 125M Language Model From Scratch on Free GPUs

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20 min read
The Roofline Model for LLM Inference

The Roofline Model for LLM Inference

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9 min read
SemiAnalysis launches GDPx, an agentic benchmark across 11 professional domains

SemiAnalysis launches GDPx, an agentic benchmark across 11 professional domains

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3 min read
Truncado silencioso: cuando un verificador de LLM da el mismo puntaje a una respuesta correcta y a una incorrecta

Truncado silencioso: cuando un verificador de LLM da el mismo puntaje a una respuesta correcta y a una incorrecta

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11 min read
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