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How Markus Builds AI Teams That Actually Ship — Not Just Chat

How Markus Builds AI Teams That Actually Ship — Not Just Chat

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3 min read
DeepSeek V4 on Huawei's Ascend 950: A Real Stress Test for China's AI Chip Ecosystem

DeepSeek V4 on Huawei's Ascend 950: A Real Stress Test for China's AI Chip Ecosystem

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6 min read
Your RAG faithfulness check is measuring copy-paste, not faithfulness

Your RAG faithfulness check is measuring copy-paste, not faithfulness

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5 min read
How to Rank Local LLMs by Cost per Correct Answer (Measured GPU Energy, 8 Ollama Models)

How to Rank Local LLMs by Cost per Correct Answer (Measured GPU Energy, 8 Ollama Models)

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4 min read
DevOps Meets Generative AI: Building, Testing, and Deploying LLM-Powered Apps

DevOps Meets Generative AI: Building, Testing, and Deploying LLM-Powered Apps

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7 min read
AI Costs Are Cloud Costs Now: Why FinOps Is the New Playbook for AI Spend

AI Costs Are Cloud Costs Now: Why FinOps Is the New Playbook for AI Spend

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8 min read
Confidently wrong is worse than "I don't know"

Confidently wrong is worse than "I don't know"

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7 min read
After an agent deleted a production database, I mapped what actually stops these failures

After an agent deleted a production database, I mapped what actually stops these failures

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3 min read
Your AI Agent Is Failing Because of Your Data Layer, Not Your Model

Your AI Agent Is Failing Because of Your Data Layer, Not Your Model

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3 min read
Your Context Deserves Git-Like Treatment, Just Like Your Code

Your Context Deserves Git-Like Treatment, Just Like Your Code

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2 min read
An AI agent exported a patient record. Your logs can't say who told it to.

An AI agent exported a patient record. Your logs can't say who told it to.

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5 min read
Agent memory: 7 types, and 2 of them aren't memory

Agent memory: 7 types, and 2 of them aren't memory

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10 min read
Runcap vs Langfuse vs LiteLLM: Which One Actually Stops a Runaway AI Agent?

Runcap vs Langfuse vs LiteLLM: Which One Actually Stops a Runaway AI Agent?

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5 min read
ICR and Token Economics

ICR and Token Economics

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10 min read
I Was Tired of AI Subscriptions, So I Built a Free Local PDF Tutor for Dense Docs

I Was Tired of AI Subscriptions, So I Built a Free Local PDF Tutor for Dense Docs

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3 min read
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