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Qwen 3.8 27B: The Frontier LLM That Fits on Your Laptop — Architecture, Reasoning Control & Agentic Integration

Qwen 3.8 27B: The Frontier LLM That Fits on Your Laptop — Architecture, Reasoning Control & Agentic Integration

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18 min read
The LLM Knowledge-Reasoning Tradeoff: Why 2026's Best Models Are Deliberately Fact-Minimized — And Faster Than Ever

The LLM Knowledge-Reasoning Tradeoff: Why 2026's Best Models Are Deliberately Fact-Minimized — And Faster Than Ever

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18 min read
OpenSpec Quickstart: Install, Workflow, and Common Pitfalls

OpenSpec Quickstart: Install, Workflow, and Common Pitfalls

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10 min read
Ollama says my model does 13,826 tokens/sec. It does 43.

Ollama says my model does 13,826 tokens/sec. It does 43.

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5 min read
The Tests Passed. The Function Already Existed.

The Tests Passed. The Function Already Existed.

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6 min read
RAG Is Not a Vector Database Problem. It’s a Data Problem.

RAG Is Not a Vector Database Problem. It’s a Data Problem.

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8 min read
What Does a Local LLM Actually Cost per Month? I Read the Meters.

What Does a Local LLM Actually Cost per Month? I Read the Meters.

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5 min read
From token prices to task prices: three jobs, seven APIs

From token prices to task prices: three jobs, seven APIs

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13 min read
Running an LLM as a Pipeline Step Without 2am Surprises

Running an LLM as a Pipeline Step Without 2am Surprises

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2 min read
The payment authorization pattern: giving an agent a wallet without giving it your bank account

The payment authorization pattern: giving an agent a wallet without giving it your bank account

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3 min read
I Built a Customer Support Agent That Remembers With Hindsight

I Built a Customer Support Agent That Remembers With Hindsight

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7 min read
What Happens When an AI Remembers You Overruled It?

What Happens When an AI Remembers You Overruled It?

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4 min read
I put my gaming GPU in front of Claude. It took three-quarters of the calls, and a 22M model beat the lot

I put my gaming GPU in front of Claude. It took three-quarters of the calls, and a 22M model beat the lot

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11 min read
OpenAI's Decisions API vs System One: the same request in two shapes, and how to call 13 decision models with the OpenAI SDK

OpenAI's Decisions API vs System One: the same request in two shapes, and how to call 13 decision models with the OpenAI SDK

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3 min read
What Context Does an AI Spreadsheet Copilot Need Before It Can Explain a Workbook?

What Context Does an AI Spreadsheet Copilot Need Before It Can Explain a Workbook?

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7 min read
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