Myth: Redis Is Only a CacheMyth: Redis Is Only a Cache I used to describe Redis in interviews as "an in-memory cache, usually for sessions or hot database rows." That's the answer most people give, and honestly it's not wrong, Aug 8 · 12 min readadityagrawal45.hashnode.dev
Myth: RAG Makes LLMs Accurate. Fact: It Depends.The hook Three weeks after we shipped our RAG-based supplier support chatbot, a supplier asked it a straightforward question about payment terms. The bot answered confidently. The answer was wrong. No21KAug 5 · 13 min readadityagrawal45.hashnode.dev
The Complete AI/ML Engineer Roadmap: From Python to Production on the CloudThe Complete AI/ML Engineer Roadmap: From Python to Production on the Cloud If you've searched "how to become an AI/ML engineer," you've probably hit a wall of contradictory advice — some people tell Aug 1 · 4 min readadityagrawal45.hashnode.dev
The Biggest Mistakes Developers Make When Building LLM ApplicationsSubtitle: From treating LLMs like deterministic APIs to ignoring latency and security—here are the most critical pitfall traps developers run into and how to avoid them. Tags: #AI #SoftwareEngineeringJul 28 · 7 min readadityagrawal45.hashnode.dev
Why Most AI Prototypes Die in Production (And How to Keep Yours AliveEvery AI engineer I know has lived through this: you build a beautiful RAG prototype with a Jupyter notebook, it works perfectly with 10 documents, you demo it to stakeholders, they love it... and theJul 25 · 9 min readadityagrawal45.hashnode.dev
