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The Road to Hell is Paved with Good DRY Intentions
Over-engineering is making software/system design more complex than necessary. Functionalities should only be implemented when you...
Part 1:Building Your First Video Pipeline: FFmpeg & MediaMTX Basics
Real-time streaming is a maze of protocols, codecs, and compatibility issues. FFmpeg is a command-line tool that can read virtuall...
The MVP Engineering Playbook: Ship a Useful 0→1 in 6 Weeks
Cut risk by fixing scope, proving architecture early, automating the boring parts, and measuring what matters. This playbook shows...
Own Your Edge: Control your AI
Learn how to deploy and manage Edge AI in retail with Kubernetes, GitOps, and containerization. Avoid the 95% pilot failure rate w...
How Online Stores Know What You’ll Buy Next: The Math Behind “Frequently Bought...
Association Rule Mining helps computers find patterns automatically from huge amounts of data. It can be used to make better decis...
Clean Code: Functions and Error Handling in Go: From Chaos to Clarity [Part 1]
- Keep functions under 50 lines (The Screen Rule)- One function = one responsibility - Use early returns instead of nested if st...
Culture and Leadership in Startups: Lessons from the Founder
Startup culture is shaped most intensely by the founder and first handful of hires. A strong culture can propel a startup through...
Clean Architecture; How To Keep Your Codebase Scalable Without Overengineering
Clean Architecture has turned into the “eat more protein” advice of software engineering. Almost no one talks about what it’s actu...
How to Understand Any Codebase in 5 Minutes Using an AI Coding Assistant
Cloned a repo with 15,000 lines of code and no docs? Don’t panic. AI coding assistants can now analyze your entire project, summar...
Why Power-Flexible AI Just Became Table Stakes
AI infrastructure's real constraint: power, not chips. Aurora AI Factory (NVIDIA/Emerald, Virginia, 96MW, 2026) implements interru...
How to Build Your First MCP Server using FastMCP
Model Context Protocol, or MCP, is changing how large language models connect with data and tools. MCP is like the USB-C port for...
From Chaos to Quality: A Framework for AI-Assisted Development
AI coding tools promise velocity but deliver chaos: security holes, context loss, infinite debugging loops. I spent 8 months solvi...
