Blogs

Ask an LLM to write SQL against your production database. It’ll generate something syntactically perfect. It’ll also reference tables that don’t exist, columns that were renamed six months ago, and JOIN conditions it made up from training data. The query fails. Or worse, it runs and returns the wrong answer. I tried to resolve this, and the path led me to the Model Context Protocol (MCP) and a Postgres-native approach to eliminating SQL hallucinations. ...

💡Truly honoured to receive the “𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻 𝗖𝗵𝗮𝗺𝗽𝗶𝗼𝗻 𝗔𝘄𝗮𝗿𝗱” 🏆 This recognition motivates me more than ever to keep experimenting, learning, and building impactful solutions together. 🚀 Also checkout the my 🔗 LinkedIn Post here 📸 Some Event Snaps Receiving the Award @ Pune EOY Diwali event With my EDB colleagues @ Pune EOY Diwali event With my EDB colleagues @ Pune EOY Diwali event With my EDB colleagues @ Pune EOY Diwali event Award & Cert With my EDB colleagues @ Pune EOY Diwali event

🇪🇺🇱🇻 PGConf Europe 2025 I had the opportunity to speak at PGConf Europe 2025, held in Riga, Latvia — one of the most prominent PostgreSQL conferences in the world, bringing together contributors, engineers, and database enthusiasts from across Europe and beyond. It was an incredible experience to share insights on Unified Observability using OpenTelemetry with such a knowledgeable and passionate community. I got to meet brilliant innovators, founders, and Postgres enthusiasts, and walked away with so many new perspectives and learnings about where the Postgres industry is headed. ...

🔥 My First-ever #KubeCon + #CloudNativeCon India 2025 - what an incredible experience! 💡 🚀 Learned so much about #Observability, deploying & scaling LLMs in Kubernetes (Official), and got to meet some amazing folks: 🎙️ Atulpriya - Technical Storyteller & CNCF Ambassador 📈 Steve Flanders - OpenTelemetry Contributor 📊 Saiyam Pathak - Observability Keynote Speaker 🚀 Yongkang- Kubestronaut & Founder @ KSUG.AI – KubeSmart & AI User Group …and so many inspiring industry experts & open-source contributors! 🙌 Huge thanks to Cloud Native Computing Foundation (CNCF) for bringing this vibrant community together. ...

🏔️🇳🇵 PGConf Nepal 2025 Visiting Nepal for the first time and getting an opportunity to speak at PGConf Nepal 2025 was an unforgettable experience! The combination of warm hospitality, rich culture, scenic beauty, and a passionate tech community made this trip truly special. The conference was hosted at Kathmandu University, located in the peaceful town of Dhulikhel. The campus, built on terrain and surrounded by the majestic Himalayan ranges, offered breathtaking panoramic views and perfect weather! Just walking around the campus felt refreshing and inspiring. ...