--- title: "sathwikreddy GV (@sathwikreddygv) | Hashnode" description: "Striving for excellence in software engineering. Read the latest articles by sathwikreddy GV on Hashnode." url: "https://hashnode.com/@sathwikreddygv" --- @sathwikreddygv # sathwikreddy GV @sathwikreddygv · India · Joined May 2024 Striving for excellence in software engineering. [Website](https://www.sathwikreddygv.com/) ### [From Prompt to Production with Lovable + Supabase](https://blog.sathwikreddygv.com/from-prompt-to-production-with-lovable-supabase?utm_source=hashnode&utm_medium=feed) Imagine describing an app in plain English and having it fully built. Frontend, backend, database, security, and even AI features, all set up and deployed within minutes. That’s not a futuristic dream anymore. It’s what Lovable does when paired with ... 3 min read · [blog.sathwikreddygv.com](https://blog.sathwikreddygv.com/from-prompt-to-production-with-lovable-supabase?utm_source=hashnode&utm_medium=feed) [Jul 23, 2025](https://hashnode.com/posts/from-prompt-to-production-with-lovable-supabase/6880de044bd5a475552e3be4) ### [Build a RAG System Using Supabase and Lovable](https://blog.sathwikreddygv.com/build-a-rag-system-using-supabase-and-lovable?utm_source=hashnode&utm_medium=feed) What is RAG? RAG stands for Retrieval-Augmented Generation. Instead of hoping your LLM (Large Language Model) remembers everything, RAG retrieves the most relevant information in real-time and feeds that context into the model to generate an accurate... 3 min read · [blog.sathwikreddygv.com](https://blog.sathwikreddygv.com/build-a-rag-system-using-supabase-and-lovable?utm_source=hashnode&utm_medium=feed) [Jul 22, 2025](https://hashnode.com/posts/build-a-rag-system-using-supabase-and-lovable/687f55b776ce20a393de73e1) ### [WTF is MCP ?](https://blog.sathwikreddygv.com/wtf-is-mcp?utm_source=hashnode&utm_medium=feed) What is MCP and why it matters MCP is a protocol which standardizes how applications provide context to LLMs. MCP basically allows us to give our LLMs access to various external systems. Imagine you're building a web application with Supabase as your... 6 min read · [blog.sathwikreddygv.com](https://blog.sathwikreddygv.com/wtf-is-mcp?utm_source=hashnode&utm_medium=feed) [Mar 15, 2025](https://hashnode.com/posts/wtf-is-mcp/67d551c5f1db0a52233f0785) ### [Debugging OG Image Issues for Social Media](https://blog.sathwikreddygv.com/debugging-og-image-issues-for-social-media?utm_source=hashnode&utm_medium=feed) When sharing links on social platforms, you want your preview images to look crisp and load correctly. But I recently ran into issues where my OG image wasn’t showing properly on Twitter & WhatsApp while working fine on LinkedIn. Here’s what I learne... 2 min read · [blog.sathwikreddygv.com](https://blog.sathwikreddygv.com/debugging-og-image-issues-for-social-media?utm_source=hashnode&utm_medium=feed) [Mar 4, 2025](https://hashnode.com/posts/debugging-og-image-issues-for-social-media/67c689ac66d96e966cd0c206) ### [How does SSH actually work](https://blog.sathwikreddygv.com/how-does-ssh-actually-work?utm_source=hashnode&utm_medium=feed) What is SSH Secure Shell (SSH) is a protocol used to safely connect and send commands to remote machines from your local machine. A common use is to connect to your deployment server hosted in the cloud and control it from your local machine. An SSH ... 3 min read · [blog.sathwikreddygv.com](https://blog.sathwikreddygv.com/how-does-ssh-actually-work?utm_source=hashnode&utm_medium=feed) [Nov 29, 2024](https://hashnode.com/posts/how-does-ssh-actually-work/674998633ef9b7aae31f0262)