NetTraceArcade | Cybersecurity, AI & Cloud

In this hands-on Google Cloud Skills Boost lab, we build and deploy a customer-facing AI agent using the Google Agent Development Kit (ADK) , Retrieval-Augmented Generation (RAG) , and Cloud Run . The result is an intelligent coffee shop assistant that gives personalized recommendations by combining an AI agent with a knowledge base. The video below shows the full walkthrough, including the build and deployment errors I ran into along the way and how I fixed them. 📌 Introduction AI agents are quickly moving from demos to real customer-facing applications. Instead of a chatbot that only answers from its training data, an agent can reason, use tools, and pull in your own business information to give relevant answers. This lab walks through that idea end to end: build the agent locally, connect it to a knowledge base, and deploy it to Google Cloud Run so it runs as a live web service. 🎯 What You'll Learn Build an AI agent using Google ADK Understand how Retrieval-A...

  AWS Academy Cloud Foundations Lab 2 Solution: Build Your VPC and Launch a Web Server Complete Beginner's Guide Watch the Complete AWS Lab Walkthrough Understanding AWS networking concepts such as Virtual Private Clouds (VPCs), subnets, route tables, internet gateways, and EC2 instances becomes much easier when you can see each step performed in the AWS Management Console. This detailed video tutorial provides a complete walkthrough of AWS Academy Cloud Foundations Lab 2: Build Your VPC and Launch a Web Server. Whether you're completing the lab for coursework, preparing for AWS certification exams, or building practical cloud computing skills, the video demonstrates the entire process from start to finish. Watch the full tutorial here: https://youtu.be/qL43XRzGIeo          The video covers: Creating a custom Virtual Private Cloud (VPC) Configuring public and private subnets Setting up an Internet Gateway Creating and associating route tables Configuring Se...

  Complete Guide to AWS IAM | AWS Academy Cloud Foundations Lab 1 Lab solution for : Introduction to AWS IAM Labs | AWS Academy Cloud Foundations [170614]  is provided below in the youtube video.   Cloud computing has transformed the way businesses and developers build applications, store data, and manage infrastructure. Among the leading cloud providers, Amazon Web Services stands out as one of the most powerful and widely used platforms in the world. One of the first and most important services every AWS learner encounters is IAM — Identity and Access Management. The video “Lab - 1 Introduction to AWS IAM Labs AWS Academy Cloud Foundations” focuses on understanding the fundamentals of AWS IAM, one of the most critical security services in AWS. IAM helps organizations securely control access to AWS resources by managing users, permissions, authentication, and authorization. For beginners entering the world of cloud computing, cybersecurity, or DevOps, learn...