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⚡ AI Lessons

Dev.to · Suresh
🏗️ Systems Design & Architecture
1mo ago
Microservices Are Not a Sign Your Architecture Is Mature
I've seen this happen on more projects than I can count. The codebase grows, people start stepping...

Dev.to · Suresh
🖌️ UI/UX Design
⚡ AI Lesson
2mo ago
A Website Can Be Fast and Still Be Bad
I have a personal rule: never ship anything I haven't checked against my own list first. It didn't...

Dev.to · Suresh
🌐 Frontend Engineering
⚡ AI Lesson
3mo ago
Every Dev Re-Tests the Whole App Before Release. Here's the One-Time Setup That Ends That.
I'd used Jest for years. Great for unit tests and React components, but it doesn't run a real...

Dev.to · Suresh
🏭 MLOps & LLMOps
⚡ AI Lesson
5mo ago
The Hidden Cost of Idle AI/ML Infrastructure: SageMaker, AML, and Vertex AI
TL;DR: Idle AI/ML endpoints burn $500-$23K per month unnoticed. Here's how to detect them across AWS,...

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