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Weekend #2: Scafolding the 3-Way LLM Orchestration

Weekend #2: Scafolding the 3-Way LLM Orchestration

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4 min read
Which Flash To Run — 五個便宜模型的成本與能力實測

Which Flash To Run — 五個便宜模型的成本與能力實測

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4 min read
The AI Prompt a Canadian MLA Read Out Loud — And What It Teaches

The AI Prompt a Canadian MLA Read Out Loud — And What It Teaches

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4 min read
Why 99% Fast Can Still Feel Completely Broken. That's where averages lie and percentile dont.

Why 99% Fast Can Still Feel Completely Broken. That's where averages lie and percentile dont.

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5 min read
Filling Silent Streams: How AI Avatars Keep Engagement Alive Without Viewer Comments

Filling Silent Streams: How AI Avatars Keep Engagement Alive Without Viewer Comments

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7 min read
LLM Red Teaming: How to Test Your AI for Prompt Injection, Jailbreaks, and Data Leakage

LLM Red Teaming: How to Test Your AI for Prompt Injection, Jailbreaks, and Data Leakage

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5 min read
Your AI Doesn’t Have Amnesia – It Has a Storage Problem

Your AI Doesn’t Have Amnesia – It Has a Storage Problem

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6 min read
Why Your Agent Loops Need Independent Verification

Why Your Agent Loops Need Independent Verification

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7 min read
How vLLM Actually Manages KV Cache (vs the Toy Version I Built)

How vLLM Actually Manages KV Cache (vs the Toy Version I Built)

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4 min read
The Question That Picked My Model Didn't Survive Five Reruns

Reader feedback triggers a costly reality check

The Question That Picked My Model Didn't Survive Five Reruns

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5 min read
I Got 24/24. I Still Didn't Open the Final Test.

I Got 24/24. I Still Didn't Open the Final Test.

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7 min read
Claude Opus 5: beats Fable 5 at half the price — and 'awakens' in its own system card

Claude Opus 5: beats Fable 5 at half the price — and 'awakens' in its own system card

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4 min read
Did the Model Upgrade Break Your AI Agent?

How silent behavioral shifts break passing tests

Did the Model Upgrade Break Your AI Agent?

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3 min read
Building an AI Fairy Tale Generator with JavaScript, PowerShell, .NET, and Local Ollama (AdvantageBuilder Demo)

Building an AI Fairy Tale Generator with JavaScript, PowerShell, .NET, and Local Ollama (AdvantageBuilder Demo)

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2 min read
بارامتر الجهد لكلود أوبوس 5: مقايضة التكلفة مقابل القدرة

بارامتر الجهد لكلود أوبوس 5: مقايضة التكلفة مقابل القدرة

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3 min read
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