Thoughts,written down.

Some thoughts made it out of my head and onto the internet.

2026

Nov 4 llm Thinking Evals Demystifying evals and breaking myths
Jul 7 ai Notes on Embeddings Understanding embeddings, vector representations, contextual vs static embeddings, and how they power modern RAG systems
May 12 ai Living the AI Era Thoughts on AI taking over the software community and what it means for us

2025

Sep 14 backend Notes | How Discord Indexes Trillions of Messages Elasticsearch infra improvements
Aug 23 backend Notes | Load Balancing Orchestration using K8s and AWS Load balancing in AWS and Kubernetes environment
Jun 16 backend Part 1 | JVM Series | Memory Memory Pools in JVM
Apr 24 spring Reactive Programming : How I see it ? Free your threads from waiting
Mar 25 self help Be Hungry !!! Crave for knowledge
Mar 20 database All about databases Ledgers for your service