Generative AI & Agents
Our core practice. Taking LLMs from a working prompt to production: agentic AI, RAG, prompt engineering and evaluation on OpenAI, Anthropic and AWS Bedrock.
9-part series
From LLM Prompt to Production
A working prompt is never enough. This series walks the full journey from a working LLM prompt to a hardened, enterprise-scale application: problem framing, technology choice, architecture patterns, multi-prompt design, RAG, redundancy, security, performance and observability.
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An SDLC for Code Generation
How to use code generators efficiently
AWS S3 Vectors
Revolutionizing AI Data Storage and Vector Search at Scale.
Generative AI to Revolutionize Drug Research
Generative AI can provide great value in documentation and analysis in drug research
An Introduction to LangChain
A detailed tutorial to get started with LangChain. Understand the core concepts of building applications with Generative AI. Develop smart, lightweight customizable bots with Langchain.
Introduction to AI Agents
AI agents are at the forefront of technological innovation. In this blog, we will explore the concept of AI agents, the frameworks used to develop them, and provide a step-by-step guide to implementing a simple AI receptionist.
Amazon Lex - an Introduction
The core service behind Alexa - Amazon Lex can really understand what you say. This is how.
IoT & Embedded
Firmware and hardware engineering (ESP32, ARM, Modbus and the industrial edge) carried all the way to the cloud.
Understanding MODBUS
A deep dive into one of the most important protocol used in the world of IoT. A must read for anyone who wants to be a part of device automation
IIoT with AI - PPE Monitoring at the Edge
A detailed technical solution, with common mistakes and fixes
Internet of Things - an Introduction
IoT is penetrating our life much faster than we can imagine. Especially if you are not lost in the AI Bubble, you will see that this is the real domain where you can invest your time and money.
Industrial IoT with AWS
The Industrial Internet of Things (IIoT) is transforming the way industries operate, enabling real-time monitoring, predictive maintenance, and unprecedented levels of automation.
The Rat Race We Actually Won - Building Smart Cage
End to End IoT solution for building Smart Cages for rodents trouble in a food godown.
AWS Native Cloud
Serverless-first architecture and measurable cost optimization on native AWS: Lambda, DynamoDB, migration and well-architected resilience.
Reduce the AWS Bills
An detailed account of how we went about reducing the AWS bill to 60%
AWS CLI: The Developer's Secret Weapon (And How to Keep It Secure)
AWS CLI is a powerful utility - if you can keep it secure
Amazon Redshift - What, Why, and How
A detailed understanding of AWS Redshift - the core behind many data analytics solutions deployed across the globe
Elastic Beanstalk - Simplify the Cloud
When simplicity is all you need, don't go for complexity. You have many options that can simplify your life
AWS Migration - The Architect's Handbook
A detailed step by step guide for leading your application into the AWS cloud.
AWS Cloud Front Functions
An introduction to using the AWS cloudfront functions for enhancing the user experience
Optimize with AWS Cost Explorer
An introduction to using the AWS Cost explorer to understand your costs and improve the bill
Asynchronous API with DynamoDB Streams
An introduction to the power of dynamodb streams - combination of resiliance and performance
On a Long Drive with AWS DeepRacer
An introduction to the fun games of AWS Deep Racer.
Data Analytics on AWS — What, Why & How
LUnderstand the core components of Data analytics in AWS
SMS OTP Authentication Using AWS Backend
Learn how to implement SMS based OTP Authentication using AWS SNS
AWS Lambda - Enhance the functionality with Lambda Layers
Learn how to develop reusable components and enhance the functionality of Lambda functions using Layers
Simple Atomic Counter with DynamoDB and API Gateway
A simple API for an atomic counter using DynamiDB. Not best for high speed transactions, but good for most practical purposes.
Foundations & Engineering
The supporting craft behind everything we ship: Kubernetes, Redis, microservices, resilience patterns and lessons from real outages.
Embracing the Polygot Architecture
It is not an ambition, but the need of the hour. And it is not all that difficult anymore.
Clash of the Titans
An elaborate account of the parody of errors that breaks the cloud again and again; Vikas tells us more about the how we should survive these times.
When the Titanic Sinks
October 25, 2025 saw a terrible blow to the entire world - when US-EAST-1 got into trouble, and half the internet was down. A detailed analysis of what happened on that day, and key takeaways for us.
Microservice - (not) a Fix All Solution
A recent blog post from Amazon Prime Video has caused a lot of ripples when the primary advocates of microservice architecture started speaking against it. Here is a detailed analysis of the problem
Redis Stack: The backbone for efficient MicroServices
Redis is the necessary companion for any high performance system. This blog gives you a detailed overview of different components of the Redis Stack.
Redisearch
A quick introduction to Redisearch, how to configure and use it in your applications
Preventing Errors in Kubernetes
Configuration errors in Kubernetes can be disasterous. Thankfully we have some tools that can help us out
Understanding Kubernetes
A detailed tutorial on Kubernetes - helps you understand it from scratch
When Success is an Exception
Developing applications for high resiliance requires a lot more than you thought
Transcribe Speech on your Website
Transcribe speech on your website, using the webkit speech recognition
Insights & Perspectives
Views on where technology, business and India's digital economy are heading.
Imortance of MVP
MVP is the most important step in the product journey. Miss that and you have missed everything.
DPDPA: An Introduction
DPDPA is India's answer to the chaos of data violations we see all over.
When the Ground Shifts, Learn to Fly
The world is changing rapidly, and with it, the opportunities for growth and success.
Sridhar Vembu - Redefining Leadership in the Age of Noise
A unique personality behind Zoho - the unique brand that has steadily grown to be India's Pride.
Wake-up MSME's
MSME's can't afford to snooze anymore. The digital revolution is here, and you should be a part of it.
Half Hearted Digitization
The last few years have seen tremendous growth in the possibilities of digitization in our everyday lives. What was a mere possibility for a sci-fi movie, is now a wish away. This has created a great impact on all aspects of the industry. However, like most revolutions, this has started with confusion more than real impact.