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Daniel Stolf

Solutions Engineer turned AI-native dev s. chatbot era. Built production K8S solutions w/ LLMs before RAG had a name. Learned the hard way. Building speccraft to bring discipline to AI-generated code.

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Code Is the New Server. Specs Are the New Terraform.
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Code Is the New Server. Specs Are the New Terraform.

#ai #agentskills #claude
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4 min read

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Terraform for AI generated code
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Terraform for AI generated code

#ai #claude #programming #vibecoding
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3 min read
The Terraform hook
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The Terraform hook

#ai #programming #claude #vibecoding
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4 min read
AI Doesn't Replace Expertise. It Multiplies It.
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AI Doesn't Replace Expertise. It Multiplies It.

#ai #programming #latam
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3 min read
I Was the Judgment Layer
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I Was the Judgment Layer

#programming #claude #chatgpt #qwen
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3 min read
Your Test Suite Is Lying To You
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Your Test Suite Is Lying To You

#ai #vibecoding #tdd #claude
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4 min read
This Is the Definitive Solution
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This Is the Definitive Solution

#ai #programming #claude #githubcopilot
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3 min read
Opus to Plan. Sonnet to Build. Slash Command to Scale.
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Opus to Plan. Sonnet to Build. Slash Command to Scale.

#ai #programming #productivity #claude
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3 min read
I Was the Retrieval Layer
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I Was the Retrieval Layer

#ai #programming #deepseek #chatgpt
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3 min read
AI-Native Engineering Story
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AI-Native Engineering Story

#ai #programming #claude #githubcopilot
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2 min read
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