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We Back Up Files. We Rarely Back Up Why They Exist.

We Back Up Files. We Rarely Back Up Why They Exist.

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2 min read
Building an AI-powered SQL query generator from natural language

Building an AI-powered SQL query generator from natural language

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5 min read
what's all this hype about "loop engineering"

what's all this hype about "loop engineering"

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3 min read
Understanding Tokens: How AI Models Process Text and Why It Matters for Cost, Context, and Agentic AI

Understanding Tokens: How AI Models Process Text and Why It Matters for Cost, Context, and Agentic AI

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10 min read
vLLM vs llama.cpp vs Ollama: What Happens When Your Model Doesn't Fit in 24GB VRAM

vLLM vs llama.cpp vs Ollama: What Happens When Your Model Doesn't Fit in 24GB VRAM

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6 min read
26 AI Models Compared: A 2026 Cost Guide (GPT-4o vs Claude vs DeepSeek vs Local)

26 AI Models Compared: A 2026 Cost Guide (GPT-4o vs Claude vs DeepSeek vs Local)

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8 min read
My Scanner Missed 93% of the Bugs — and That Was the Right First Result

My Scanner Missed 93% of the Bugs — and That Was the Right First Result

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11 min read
NodeLLM 1.17: MCP Sampling, Concurrent Tool Execution, and Smarter ORM Control

NodeLLM 1.17: MCP Sampling, Concurrent Tool Execution, and Smarter ORM Control

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4 min read
Summary — Your Next Steps as an AI Architect

Summary — Your Next Steps as an AI Architect

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3 min read
Building an Autonomous Budget Gate: Optimizing LLM Costs with Speculative Runtime Execution

Building an Autonomous Budget Gate: Optimizing LLM Costs with Speculative Runtime Execution

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3 min read
Alibaba's Open-Code-Review: A Game Changer for Code Quality?

Alibaba's Open-Code-Review: A Game Changer for Code Quality?

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3 min read
My AI Answered in 5.8 Seconds and Said Nothing Useful. I Almost Blamed the Model.

My AI Answered in 5.8 Seconds and Said Nothing Useful. I Almost Blamed the Model.

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9 min read
Ten Layers of AI Skill Construction: A Systematic Framework from Prompts to Business Closed Loops

Ten Layers of AI Skill Construction: A Systematic Framework from Prompts to Business Closed Loops

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9 min read
Hetzner Inference: First Look

Currently free with an OpenAI-compatible API

Hetzner Inference: First Look

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5 min read
1. Self-Hosted AI: the LLM concepts you need to run models effectively

1. Self-Hosted AI: the LLM concepts you need to run models effectively

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9 min read
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