Anurag Singh·Apr 18Beyond Vibe Coding: Why Spec-Driven Development is the Future of AI EngineeringIf you have ever spent hours debugging AI-generated code that didn’t quite match your requirements, you have experienced the limitations of…
Anurag Singh·Jul 18, 2025Google’s AI Agent Ecosystem OverviewHere is a short and crisp blog detailing the Agent Development Kit (ADK), Vertex AI Agent Engine, Agent2Agent Protocol (A2A), and…
Anurag Singh·Sep 11, 2024The Future of Knowledge Retrieval: Introducing GraphRAGIn today’s world of rapidly evolving AI, the need for more intelligent and accurate content retrieval systems has become essential…
Anurag Singh·Nov 23, 2023Are Small Language the Winning Strategy for Enterprise?In the world of artificial intelligence (AI), the advent of large language models (LLMs) like GPT-4 has sparked both awe and concern, as…
Anurag Singh·Aug 30, 2023Architecture patterns for building Generative AI ApplicationsIn this blog post I will take you through some of the most common usage patterns we are seeing with customers for Generative AI. We will…
Anurag Singh·Jun 7, 2023How to decide on Model Deployment Using Sagemaker in AWSAWS Sagemaker is a managed instance to Build, Train, Tune and Deploy Data Science models. Below section describes the components within…
Anurag Singh·Mar 20, 2023Snowflake and Databricks Complementing the Modern Data ArchitectureSnowflake and Databricks both the platforms are marketing themselves as complete end to end AI/ML platform but many organizations are using…
Anurag Singh·Feb 27, 2023Battle of Data Platforms: Databricks vs Snowflake.Before getting into the details of both the platforms lets try to check a very basic Big Data Architecture. Left hand side of the spectrum…A response icon1A response icon1
Anurag Singh·Sep 23, 2022Data CleanroomData Clean Rooms (DCRs) are secure environments that enable multiple organizations (or divisions of an organization) to bring data together…
Anurag Singh·Sep 19, 2022Want to do multi-dimensional analysis directly on data in Snowflake AtScaleWant to Unify, integrate, analyse, and share previously siloed data with a near-zero management platform that delivers virtually unlimited…
