I'm Amuthavarsni. By day, I'm a DevOps engineer who streamlines tech processes. By night, I craft automation spells and share insights to make your tech journey exciting and accessible.
MCP Explained: How AI Tools and Agents Work Together
What is MCP? MCP stands for Model Context Protocol. It’s a new open standard that enables AI agents to talk to tools and APIs and share information securely, in real time. Think of it like this: LLM + Tools = Agent. MCP is what makes that “+ Tools” part easier, flexible, and secure. Think of MCP Like a USB-C Cable Let’s break it down with a simple analogy: You have a laptop (Agent) and a smartphone (Data Source). You want to transfer photos from your phone to your laptop. So, you use a USB-C cable (MCP) to connect them. The cable doesn’t care what brand your devices are as long as they speak the same protocol, they can share data seamlessly. Now imagine the same idea, but with AI tools: ...
Multitenancy in AWS with account per tenant model
Multi-tenancy in the cloud is akin to running multiple, separate offices within a shared workspace. In technical terms, it means deploying a single software application or service that serves numerous users or clients, all isolated from one another. This approach maximises resource utilisation and cost-efficiency by sharing infrastructure and codebase. MLT Architectures Single Database, Separate Schemas: In this approach, a single database is used to store data for all tenants, but each tenant has its own schema within the database. This architecture provides strong isolation between tenants while allowing efficient data management. It’s suitable for scenarios where tenants have similar data structures but need data separation. ...
Guide to AWS Certified SysOps Administrator – Associate
Becoming an AWS Certified SysOps Administrator – Associate is a significant step in showcasing your expertise in managing and operating systems on the AWS platform. This guide will provide you with a roadmap to navigate through the preparation process successfully. First of all you will need about 6 months hands-on experience in AWS to get an idea on its services. Next take a look at the AWS whitepapers to see what is covered in the exams. To start with your learning you have lots of courses available in udemy. The course that I found helpful was the one from Stephane Maarek. Here are the links to the resources that I used : ...