Blog
AI engineering insights, tips, and architecture patterns
Stop 'Deploy and Pray': Ship AI Apps Properly on Cloudflare
The cheap, repeatable way to get an AI app into production on Cloudflare — staging, secrets, rollback — instead of pushing to prod and hoping.
AI Compliance for Builders: GDPR & the EU AI Act, Made Practical
What indie builders and small teams actually need to do about GDPR, the EU AI Act and data privacy — without a legal department.
Read more →How to Become an AI Engineer in 2026 (Roadmap)
A practical, no-fluff roadmap from coder (or vibe coder) to AI engineer — the skills, the order to learn them, and how to prove it.
Read more →How to Learn Claude Code (From Zero to Expert)
A practical roadmap to learning Claude Code — from your first command to shipping production software, plus the mistakes that slow most people down.
Read more →Claude Code vs Cursor: Which AI Coding Tool Should You Use?
Claude Code and Cursor take opposite approaches to AI-assisted coding. Here's how they differ, when each one shines, and how to start hands-on for free.
Read more →Claude Code + MCP: Give Your AI Real Tools
Claude Code is powerful on its own — but with MCP (Model Context Protocol) it can reach your database, your APIs, and your real tools directly. Here's how MCP works and why it's the missing piece between a clever assistant and an agent that ships.
Read more →MCP: The Protocol Connecting AI to Everything
Model Context Protocol is changing how AI tools interact with the world. Here is what engineers need to know.
Read more →Building Reliable AI Agents: 4 Architecture Patterns That Actually Work
AI agents fail in production for predictable reasons. Here are the architecture patterns that prevent it.
Read more →5 Claude Code Tips That Save Hours Every Day
Stop using Claude Code like a chatbot. These five patterns turn it into a genuine engineering multiplier.
Read more →Start here — 100% free
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