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⚡ AI Lessons

Dev.to · Brian Mello
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
Knowing which model openrouter/auto actually ran (and what it cost)
If you route through OpenRouter with openrouter/auto, you've traded a decision for a convenience. The...

Dev.to · Brian Mello
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
Building an MCP server in production: lessons from 2,300 npm downloads
i shipped an MCP server six months ago expecting it to be a weekend toy. it's now been pulled down a...

Dev.to · Brian Mello
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
AI Code Review in 2026: How the Tools Actually Differ (A Builder's Field Guide)
A working taxonomy of AI code review tools in 2026 — async PR bots, IDE copilots, CLI/CI reviewers — and where single-model vs multi-model consensus actually ma

Dev.to · Brian Mello
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
I Let Three AIs Argue About My Vibe-Coded App — Here's What They Caught
I built a small side project in Cursor over a weekend. Login, dashboard, a couple of forms, a...

Dev.to · Brian Mello
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
How to Add Multi-Model AI Code Review to Your CI/CD Pipeline
Running AI code review locally is fine for solo work. The moment you have a team, the question...

Dev.to · Brian Mello
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
When Claude, Codex, and Gemini Disagree on the Same Code
Four real cases from our AI code review logs where three frontier models read the same diff and arrived at different verdicts — and what the disagreements revea

Dev.to · Brian Mello
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
What 10 Versions of an AI Code Review CLI Taught Me About Developer UX
You don't learn how developers think by reading docs. You learn by shipping something, watching it...

Dev.to · Brian Mello
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
Single-Model vs Multi-Model AI Code Review: What I Learned Running Both
I ran the same codebase through single-model AI code review and multi-model consensus review. Here's what the data showed, and why it changed how I think about

Dev.to · Brian Mello
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
How to Add Multi-Model AI Code Review to Claude Code in 30 Seconds
You know that moment when Claude reviews your code, gives it the green light, and then two days later...
DeepCamp AI