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Ornith-1.0 is a clever open coding model. Ollama's tool-calling isn't ready for it.

Ornith-1.0 is a clever open coding model. Ollama's tool-calling isn't ready for it.

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4 min read
Choosing the Right GPU for Your Model — A Sizing Method, Not a Guess

Choosing the Right GPU for Your Model — A Sizing Method, Not a Guess

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9 min read
I Built a Multi-Provider AI API Gateway — One Key for 18 Models, Auto-Failover, Time-of-Day Pricing

I Built a Multi-Provider AI API Gateway — One Key for 18 Models, Auto-Failover, Time-of-Day Pricing

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3 min read
A Good LLM Exam Is 90% Traps

A Good LLM Exam Is 90% Traps

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3 min read
The Hottest AI Framework Right Now Has a Fatal Flaw Nobody Mentions

The Hottest AI Framework Right Now Has a Fatal Flaw Nobody Mentions

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4 min read
Mistral Shieldstral 1.0 Review — A 3B Self-Hostable Moderation Model That Runs on a Single 16GB GPU

Mistral Shieldstral 1.0 Review — A 3B Self-Hostable Moderation Model That Runs on a Single 16GB GPU

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4 min read
A news-watch bot, an 8,900-character prompt, and three rules that never reached the model

A news-watch bot, an 8,900-character prompt, and three rules that never reached the model

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8 min read
Your Legal Question Has an Address

Your Legal Question Has an Address

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3 min read
Stop Building AI Wrappers: The Hidden Cost of 'Thin' Applications

Stop Building AI Wrappers: The Hidden Cost of 'Thin' Applications

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4 min read
Ranking Language Models by How Well They Spot Liars

Ranking Language Models by How Well They Spot Liars

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9 min read
The Free Model Read Only the First 2,000 Tokens and Still Sounded Certain

The Free Model Read Only the First 2,000 Tokens and Still Sounded Certain

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5 min read
The Agent Said It Failed. The Jira Ticket Said Otherwise.

The Agent Said It Failed. The Jira Ticket Said Otherwise.

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7 min read
Everything Is an Agent Now, and they are arguing with me

Everything Is an Agent Now, and they are arguing with me

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8 min read
Moderation Intake Accounting: Bulk LLM Text Classification API With Tenant Chargeback

Moderation Intake Accounting: Bulk LLM Text Classification API With Tenant Chargeback

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7 min read
The dual prompt: why your AI task handoffs keep failing

The dual prompt: why your AI task handoffs keep failing

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3 min read
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