Archive
Structured guides and deep dives across Python, AI/ML, automation, and modern infrastructure. From first principles to production.
AI Agents & Multi-Agent Systems
When you're orchestrating multiple AI agents to solve complex problems, you quickly realize that agent communication is the nervous system of your entire system.
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Claude Code
You're scrolling through your monitoring dashboard on a Tuesday morning when Slack erupts. Your payment processing service just started rejecting all transactions.
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Claude Code
Your codebase has a performance problem. Or a readability problem. Or both. You know the fix requires significant refactoring, but you have two completely different approaches in mind.
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MLOps & Infrastructure
A hands-on guide to building a production ML platform on Azure with AKS, Terraform, GPU node pools, and Helm - including the gotchas Azure doesn't tell you about.
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Claude Code
A practical guide to automating mouse movement and clicks using PowerShell and .NET classes.
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Claude AI
How to use Claude's style parameters to create distinct agent personalities for different tasks.
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Claude AI
A practical guide to building useful AI agents that can take actions, use tools, and maintain context across conversations.
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MLOps & Infrastructure
A comprehensive guide to structuring Terraform projects for Azure deployments, including state management, module patterns, and CI/CD integration.
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n8n & Workflow Automation
Move past simple automations to build robust, error-handling N8N workflows that can handle real-world edge cases and failures.
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