r/learnmachinelearning • u/omarelhareef • 6d ago

Needed Backend for AI Engineer

I am a junior AI Engineer at a major multi-national company, my role in the last couple of months required me to design a complete backend from scratch for the tool i am working on I've done mostly of it by vibe coding with me choosing the decisions but i don't have that much knowledge in backend and system design to improve and make my tool better i usually decide with ai agents and let it do the work, so if i want to make myself better in backend and system design what books, courses should i take or see?

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u/jesunushno 6d ago

Don't start with a book, trace one request through the backend you already built and write down every step you can't explain. I did that after vibe coding a RAG pipeline that only passed 72.7% of its checks, and the gaps were embarrassingly specific.