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Benchmarking the Claude Code /advisor Pattern: Solo Executor Loops vs. Upfront Advisor Blueprint Routing

Benchmarking the Claude Code /advisor Pattern: Solo Executor Loops vs. Upfront Advisor Blueprint Routing

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7 min read
LLM Evals Start as Thirty Test Cases, Not a Platform

LLM Evals Start as Thirty Test Cases, Not a Platform

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4 min read
LLM-as-Judge Position Bias: Swapping A/B Flipped 87 of 300 Verdicts

LLM-as-Judge Position Bias: Swapping A/B Flipped 87 of 300 Verdicts

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7 min read
I told two AI models to copy the student's words exactly. Their quotes did not get more exact

I told two AI models to copy the student's words exactly. Their quotes did not get more exact

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2 min read
Kimi K2 closes in December: what moving to K3.1 Pro changes, and what the default reasoning effort costs

Kimi K2 closes in December: what moving to K3.1 Pro changes, and what the default reasoning effort costs

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12 min read
AI Subscriptions vs API Pricing: Where's the Crossover?

AI Subscriptions vs API Pricing: Where's the Crossover?

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5 min read
How to run an always-on agent for near zero

How to run an always-on agent for near zero

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4 min read
Five lessons for getting enterprise AI past the pilot phase

Five lessons for getting enterprise AI past the pilot phase

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4 min read
Why Keeping Failed Code Attempts in Chat History Poisons Your Coding Agent: Error-Trace Pruning vs. Accumulated History

Why Keeping Failed Code Attempts in Chat History Poisons Your Coding Agent: Error-Trace Pruning vs. Accumulated History

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6 min read
DeepSeek Flash Pricing Swung Twice This Week, and GPT-6.1 Terra Just Showed Up

DeepSeek Flash Pricing Swung Twice This Week, and GPT-6.1 Terra Just Showed Up

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3 min read
769 tok/s on a Single RTX 4090: Spark-X2.6-1.7B DSpark

769 tok/s on a Single RTX 4090: Spark-X2.6-1.7B DSpark

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2 min read
Build a BPE Tokenizer in 80 Lines of TypeScript and Watch JSON Eat Your Tokens

Build a BPE Tokenizer in 80 Lines of TypeScript and Watch JSON Eat Your Tokens

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9 min read
Running Production-Grade SLMs Locally on a 4GB RAM Footprint: A Practical Guide

Running Production-Grade SLMs Locally on a 4GB RAM Footprint: A Practical Guide

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3 min read
ViKernel: VIDRAFT Embeds a Weight-Native OS and Kill Switch Directly Inside AI Model Files

ViKernel: VIDRAFT Embeds a Weight-Native OS and Kill Switch Directly Inside AI Model Files

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4 min read
Can a language model run in Linux eBPF?

Can a language model run in Linux eBPF?

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6 min read
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