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⚡ AI Lessons
Dev.to · Charlie
6d ago
The Mistakes Junior Developers Keep Making (That Senior Devs Stopped Talking About)
I reviewed a pull request last year that took me 45 minutes to understand. The logic was technically...
Dev.to · Charlie
3mo ago
From Direct Classification to Agentic Routing: Local vs Cloud AI
You're building AI workflows. Support tickets, document parsing, query routing. The question hits...
Dev.to · Charlie
3mo ago
Testing MCP Servers: A Practical Guide for Developers
You've built an MCP server. It works on your machine. But will it work when your colleague installs...
Dev.to · Charlie
3mo ago
From Direct Classification to Agentic Routing: Local vs Cloud AI
You're building AI workflows. Support tickets, document parsing, query routing. The question hits...
Dev.to · Charlie
3mo ago
Testing MCP Servers: A Practical Guide for Developers
You've built an MCP server. It works on your machine. But will it work when your colleague installs...
Dev.to · Charlie
3mo ago
Why Certification Prep Matters for DevOps Engineers
IT certifications aren't just resume padding. Here's how structured cert prep builds real skills and accelerates your infrastructure career.
Dev.to · Charlie
4mo ago
Self-Hosting Remote VSCode with Cloudflare Tunnel and Authentik SSO
How I set up code-server behind a Cloudflare Tunnel and Authentik forward auth so I can write code from any device — including my iPad.
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