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Michal Szalinski

Michal is a seasoned Data & AI professional with 30+ years in software engineering, architecture, DevOps, cloud, and AI automation. He has built complex enterprise systems from first principles and su

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Why Your AI Agent Works in Dev and Breaks in Prod
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Why Your AI Agent Works in Dev and Breaks in Prod

#crucible #ai #devops #agents
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5 min read
Build Your Own MCP Server from Scratch
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Build Your Own MCP Server from Scratch

#forge #mcp #aiagents #python
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6 min read
Build Your Own Private RAG Knowledge Base
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Build Your Own Private RAG Knowledge Base

#bastion #ai #rag #selfhosted
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2 min read
Run Your Own LLM on a Laptop: The Complete Guide
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Run Your Own LLM on a Laptop: The Complete Guide

#bastion #ai #llm #selfhosted
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1 min read
The Offer Equation
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The Offer Equation

#caliber #saas #startup #business
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1 min read
Running AI Agents on a Laptop GPU - My 6GB VRAM Setup That Actually Works
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Running AI Agents on a Laptop GPU - My 6GB VRAM Setup That Actually Works

#bastion #ai #llm #selfhosted
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1 min read
Running AI Agents on a Laptop GPU: My 6GB VRAM Setup That Actually Works
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Running AI Agents on a Laptop GPU: My 6GB VRAM Setup That Actually Works

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1 min read
Your Content Is a Production Pipeline, Build It Like One
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Your Content Is a Production Pipeline, Build It Like One

#saas #startup #contentmarketing #productivity
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1 min read
Build Your Own Cline Alternative in 200 Lines
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Build Your Own Cline Alternative in 200 Lines

#shipyard #vscode #ai #devtools
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2 min read
How to Give Claude Perfect Memory
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How to Give Claude Perfect Memory

#atlas #claude #ai #productivity
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1 min read
Clone Hermes Agent's Architecture for Your Own AI Assistant
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Clone Hermes Agent's Architecture for Your Own AI Assistant

#crucible #ai #architecture #python
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6 min read
Your ICP Is a Trap
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Your ICP Is a Trap

#business #startup #ai #marketing
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11 min read
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