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Your Content Is a Production Pipeline , Build It Like One
A system that discovers ideas, filters them, drafts them, QA's them, generates visuals, publishes, distributes, and measures
 • Michal Szalinski
Build Your Own Cline Alternative in 200 Lines
Create a minimal VS Code extension that handles file operations, executes terminal commands, and connects to any OpenAI-compatible API.
 • Michal Szalinski
How to Give Claude Perfect Memory
Three layers of memory, each building on the last. Layer one takes five minutes and covers 90%+ of users.
 • Michal Szalinski
Clone Hermes Agent's Architecture for Your Own AI Assistant
Reverse-engineer Hermes Agent's core design patterns to build a production-grade AI assistant framework
 • Michal Szalinski
Your ICP Is a Trap
Your Ideal Customer Profile is a trap when it answers the wrong question.
 • Michal Szalinski
Build Your Own VS Code AI Agent independently of GitHub Copilot
Build a VS Code extension that routes completions through your local AI models
 • Michal Szalinski
Clone Needle: Build a 26M Parameter Tool-Calling Model
Distill Gemini's function-calling into a tiny model that runs locally — replacing expensive cloud APIs with free inference
 • Michal Szalinski
Software 3.0 Is Not a Silver Bullet: Why Engineering Expertise Still Wins with LLMs
LLMs are the new operating system, prompting is the new programming, and anyone can build software now
 • Michal Szalinski

April 2026

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