Amit Kayal

Prompt Caching Is an Architectural Pattern, Not a Cost Optimization One question I ask...

Google Open Knowledge Format: Why Enterprise Agents Need a Knowledge Layer, Not Just More...

I was going through the AWS Generative AI Lens recently, especially the sections on agentic AI,...

Hosting MCP Gateway Registry on AWS ECS: A Practical Blueprint for Enterprise Agentic AI...

When One AI Agent Is Not Enough: A Practical Delegation Pattern for Enterprise Systems A...

A Scaling Lesson Building Production-Grade Agentic AI Systems One of the early...

Over the years, my opinion on technical debt has changed a lot. Earlier, I used to think technical...

One of my biggest learnings while working with long-running AI agents is that logging and progress...

Building a Hybrid AWS Microservices Platform with API Gateway, Lambda, ECS, and Load...

Building a Practical Lambda Capacity Provider Platform: Lessons Learned from Warm Pools,...

Lessons I learned building a memory-aware agent with Amazon Bedrock AgentCore Runtime When...

API Gateway as websocket API Gateway as WS Components Websocket provides...

Open table format and its architecture OpenTable formats, such as Apache Iceberg, Apache...

Service that automates code deployments to any instance, including Amazon EC2 instances and instances...

I understand most of bedrock agent userss will have a use case where you have implemented multiple...

Last few weeks I have been preparing for this exam and have summarized below key notes for further...

Sagemaker Model deployment and Integration [TOC] AWS Feature store SageMaker...

Last few days I have been exploring sentence transformer and this page documents my...

Kibana and Elastic Search [TOC] What is Kibana? Kibana is a data visualization...

What is forecasting? A time series essentially is a series of quantitative values. These...

Build a custom model for object and logo detection Let’s have a quick look at AWS ML stack...

AWS messaging and events - Decoupling applications with an event bus Few days back, I was...

DoppelGanger tool This project aims to find a doppelganger or look-alike to a given person...

Text in natural scene images usually carries abundant semantic information. However, due to variation...

Introduction Natural Language Processing requires sequential data processing and data at a...