Understanding RAG: Why Giving AI Access to the Right Information MattersIf you've used ChatGPT or any other large language model (LLM), you've probably noticed something interesting. Sometimes it gives an excellent answer, and other times it confidently says something tha1Jul 19 · 9 min readblog.ayushpatil.in
Prompt Engineering: How to Get Better AI ResponsesAI is only as good as the instructions you give it. A vague prompt produces a vague answer. A clear prompt produces useful results. Prompt engineering is simply the skill of writing instructions that Jul 5 · 3 min readblog.ayushpatil.in
Understanding LLMs: A Beginner-Friendly Guide to How AI Really WorksArtificial Intelligence (AI) has become a part of our daily lives. Whether you ask ChatGPT to write an email, use Google Translate, or get movie recommendations on Netflix, AI is working behind the scJun 30 · 8 min readblog.ayushpatil.in
Database Scaling Made Simple: Understanding Read Replication and Data ShardingAs applications grow, so does the amount of data they need to handle. What works perfectly for a small startup may start slowing down when thousands or millions of users begin using the application. T2Jun 6 · 6 min readblog.ayushpatil.in
Scaling Applications: Vertical Scaling vs Horizontal Scaling Explained SimplyIf you've ever hosted a party at home, you've already encountered a scaling problem. Imagine you planned for 10 guests, but suddenly 50 people showed up. You now need more chairs, more food, and more 2Jun 5 · 5 min readblog.ayushpatil.in
