The Hidden Complexity Behind Scaling Dense Vector Search A systems-level explanation for engineers, architects, and anyone building RAG, search, or agent infrastructure. Dense retrieval looks clean on paper. You take an embedding model,... AI Infrastructure 26/11/2025
Distributed Vector Search: How Real Vector Databases Scale Beyond One Machine Why dense search becomes a routing, sharding, and distributed-systems problem Vector search looks simple when everything fits on one machine. It becomes a different discipline... AI Infrastructure 25/11/2025
The Write Path in Vector Databases (It’s a Distributed Systems Problem) (Where Dense Search Becomes a Distributed Systems Problem) Most content about vector databases focuses on the glamorous part: fast queries, clever indexing, tight cosine similarity... AI Infrastructure 24/11/2025
How Vector Databases Fail (And What Architects Must Design For) The Hidden Failure Modes of Dense Vector Search, ANN Indexes, and RAG Infrastructure Most engineering teams learn this the hard way: vector databases don’t fail... AI Infrastructure 23/11/2025
Hybrid Retrieval: The Architectural Backbone Behind Reliable AI Systems Most AI failures don’t happen inside the model. They happen one layer earlier — in retrieval. If your RAG system, copilot, or agentic workflow is... AI Infrastructure 22/11/2025
Akka Edge: Shaping the Future of Industry with Edge Computing Introduction: navigating the digital revolution with Akka at the edge capabilities In the ever-evolving digital technology landscape, a significant shift is taking place, with edge... Distributed Systems 22/01/2024
Data Magic: Exploring K-means Clustering Introduction Brief overview of the blog post Hello, fellow engineers! Looking to dive into the magic behind clustering in machine learning? Well, then you've come... Archive 21/02/2022
Neural Networks 101: Dive into the Fundamentals Introduction: Diving into the World of Neural Networks Welcome aboard, folks! We're about to embark on a thrilling journey into the world of neural networks... Archive 03/02/2022
Mastering gRPC Advanced Techniques: A Comprehensive Guide – Part II Alrighty then! Let's pick up from where we left off in Part 1. Buckle up, and let's dive right in! Implementing gRPC Services Server-side Implementation... Distributed Systems 22/01/2022
Mastering gRPC Basics: A Comprehensive Guide – Part I Understanding gRPC gRPC and its purpose gRPC is a modern Remote Procedure Call (RPC) framework. But what does that mean? Think of it like this:... Distributed Systems 13/01/2022
