AAAditya Agrawalinadityagrawal45.hashnode.dev·Aug 8 · 12 min readMyth: 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, 00
AAAditya Agrawalinadityagrawal45.hashnode.dev·Aug 5 · 13 min readMyth: 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. No21K
AAAditya Agrawalinadityagrawal45.hashnode.dev·Aug 1 · 4 min readThe 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 00
AAAditya Agrawalinadityagrawal45.hashnode.dev·Jul 28 · 7 min readThe 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 #SoftwareEngineering00
AAAditya Agrawalinadityagrawal45.hashnode.dev·Jul 25 · 9 min readWhy 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 the00