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"The $47,000 Weekend: How One Leaked Key Taught a Startup Everything About AWS Security" by YASH SAHU #security #aws-iam-identity-center #amazon-guardduty #best-practices #security-best-practices

community.awsThe $47,000 Weekend: How One Leaked Key Taught a Startup Everything About AWS SecurityA made-up-but-painfully-realistic story of a Friday evening commit and a Monday morning bill. Walk through it, make the calls yourself, and leave with a security setup you can finish in under an hour.
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"Building an AI-Powered Career Guidance Platform on AWS" by LAKSHMI #aws-academy #artificial-intelligence #machine-learning #amazon-s3 #amazon-dynamodb

community.awsBuilding an AI-Powered Career Guidance Platform on AWSAn AI-powered career guidance platform helps students discover suitable career paths based on their skills, interests, education, and goals. AWS cloud services can support secure data storage, intelligent recommendations, and scalable application development.
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"Amazon CloudFront Explained: Deliver Content Faster and More Securely with a Global CDN" by Srishti Doshi #amazon-cloudfront #aws-certification

community.awsAmazon CloudFront Explained: Deliver Content Faster and More Securely with a Global CDNLearn how Amazon CloudFront accelerates websites, APIs, images, videos, and other content using a global Content Delivery Network (CDN). This practical guide explains edge locations, caching, origins, HTTPS, security integrations, real-world architecture, cost optimization, and important concepts for AWS certification exams.
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"Building Generative AI Responsibly: A Student Builder’s Perspective" by Kenneth Gabriel Alido #responsible-ai #generative-ai #ai-security #data-privacy #amazon-bedrock

community.awsBuilding Generative AI Responsibly: A Student Builder’s PerspectiveResponsible AI isn’t just an ethics-class topic; it’s an engineering habit. A student builder shares the six risks that matter most, a lifecycle view of responsibility, and practical habits for building with generative AI on the cloud.
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"Stop Processing Everything at Once: Build a Reliable Queue with Amazon SQS and AWS Lambda" by Muhammad Moheed Siddiqui #amazon-sqs #aws-lambda #serverless #typescript #event-driven

community.awsStop Processing Everything at Once: Build a Reliable Queue with Amazon SQS and AWS LambdaYour API doesn't need to handle every task before responding. Learn how to use Amazon SQS and AWS Lambda to process background jobs asynchronously, with a practical TypeScript example, simple architecture, and step-by-step testing.
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"Understanding Amazon S3 and CloudFront: A Beginner's Guide" by Shubham Jain #amazon-s3 #amazon-cloudfront

community.awsUnderstanding Amazon S3 and CloudFront: A Beginner's GuideHave you ever wondered how websites deliver images, videos, and other files to users so quickly, even when those users are located in different parts of the world? Two AWS services that help make this possible are Amazon Simple Storage Service (Amazon S3) and CloudFront. Together, they provide a simple way to store website content and deliver it efficiently to users around the world. In this article, we'll understand these services, how they work together, and how they can be used in a real-world project.
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"AI-Powered Cost Optimization: Making AWS Cloud Spending Smarter " by SRI REETHIKA S aids #aws-academy #artificial-intelligence #cloud-operations #machine-learning #cloud-networking

community.awsAI-Powered Cost Optimization: Making AWS Cloud Spending Smarter Discover how artificial intelligence can help AWS users identify unnecessary cloud spending, optimize resource utilization, predict potential cost increases, and make smarter infrastructure decisions. Explore practical ideas for building an intelligent cost optimization assistant that makes cloud management more efficient and accessible.
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"Build Your First Serverless Application with AWS Lambda and Amazon API Gateway" by Giridharan M

community.awsBuild Your First Serverless Application with AWS Lambda and Amazon API GatewayLearn how to build a serverless REST API using AWS Lambda and Amazon API Gateway. This beginner-friendly tutorial walks through creating a Lambda function, configuring an HTTP API, testing endpoints, and extending the application with DynamoDB, CloudWatch, and IAM. Discover practical security, monitoring, and cost optimization tips while building your AWS cloud skills.
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"Never Type an Expense Again: Build a Serverless AI Receipt Scanner" by Ishan Kumar #artificial-intelligence #serverless #amazon-s3 #aws-lambda #architecture

community.awsNever Type an Expense Again: Build a Serverless AI Receipt ScannerStop entering receipt details manually. Learn how to build an event-driven serverless pipeline using Amazon S3, AWS Lambda, and Amazon Textract to automatically extract vendors, dates, and prices from photos of your receipts.
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"Size Your Model to Where You Run It: Gemma 4 E2B and E4B on an AWS L4 and Two Small GPUs" by xbill9 #amazon-ec2 #generative-ai #machine-learning #cost-optimization #llm

community.awsSize Your Model to Where You Run It: Gemma 4 E2B and E4B on an AWS L4 and Two Small GPUsA 24 GB NVIDIA L4 serves Gemma 4 E2B and E4B at only 1.2-1.3x an 8 GB desktop RTX 3050 for one user, with the same answers, because a 4-bit small model uses 13-29% of the card. Pick the model for the hardware, and the hardware for the model.
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"How to Use Less AI Tokens and Get Faster Results Without Sacrificing Quality" by Sachin #ai-assisted-workflows #ai-assisted #agent-hooks #agents #prompt-engineering

community.awsHow to Use Less AI Tokens and Get Faster Results Without Sacrificing QualityLearn how to optimize AI-assisted development through better context management, efficient token usage, modular tasks, project documentation, caching, and testing. Discover practical ways to reduce wasted effort, control costs, and build reliable AI-powered software workflows.
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"Beyond Chatbots: The Rise of Autonomous AI Teams on AWS" by Ankit Kumar #amazon-bedrock #ai-agents #generative-ai #aws-builders #aws-cloud-clubs

community.awsBeyond Chatbots: The Rise of Autonomous AI Teams on AWSWhat if the future of AI isn't about building smarter chatbots, but creating intelligent teams of AI agents that work together? 🤖☁️ In this article, we explore how autonomous AI agents can collaborate to research, analyze data, evaluate security risks, and execute approved tasks using AWS services such as Amazon Bedrock, AWS Lambda, Amazon EventBridge, and AWS Step Functions.
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"Getting Started with Amazon DynamoDB: A Beginner's Guide to NoSQL Databases, Data Modeling, Scalability, Performance, and Building Modern Cloud Applications on AWS" by PRITA R #amazon-dynamodb #databases #nosql #aws-lambda #serverless

community.awsGetting Started with Amazon DynamoDB: A Beginner's Guide to NoSQL Databases, Data Modeling, Scalability, Performance, and Building Modern Cloud Applications on AWSLearn how Amazon DynamoDB helps developers build fast, scalable, and reliable applications using a fully managed NoSQL database. This beginner-friendly guide explains tables, items, primary keys, queries, security, and integration with AWS Lambda to help you understand how to design efficient cloud applications. 3. Body
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"AI Assistant Chat Hygiene: Tokenomics Tuesday #10" by Steph Gooch #finops #ai

community.awsAI Assistant Chat Hygiene: Tokenomics Tuesday #10Your AI assistant feels free. You type, it answers, and nothing tells you what the exchange cost. But every message carries a bill, and the most expensive habits are the ones that feel productive. One long conversation feels organized. A dozen connected tools feel powerful. A detailed steering file feels thorough. Each can quietly inflate the tokens you pay for on every turn, often without improving the answer. Chat hygiene is the cheapest optimization you have, because it costs nothing to adopt.
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"Deploy a Static Website on AWS Using S3 + CloudFront: A Practical Guide" by Siddhant Shinde #amazon-s3 #students #amazon-cloudfront

community.awsDeploy a Static Website on AWS Using S3 + CloudFront: A Practical GuideWant to host your portfolio on AWS? Learn how Amazon S3 and CloudFront work together, how to configure secure origin access, and how to troubleshoot common 403, 404, and caching issues—all through a practical deployment workflow.
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"Why Fast Code Sometimes Needs to Slow Down: Understanding JIT Deoptimization" by Mrigank Jaiswal #javascript #java #programming-languages #software-development #software-engineering

community.awsWhy Fast Code Sometimes Needs to Slow Down: Understanding JIT DeoptimizationModern JavaScript and Java runtimes optimize code using patterns observed during execution. Learn how deoptimization preserves correct behavior when those assumptions no longer hold.
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"Small Steps, Big Dreams: How a Diploma Student Can Build a Better Future" by Rajya laxmi #ai #career #students #web-development #python

community.awsSmall Steps, Big Dreams: How a Diploma Student Can Build a Better FutureAs a diploma student, learning new skills is the first step toward a successful future. Skills like Python, Cloud Computing, Artificial Intelligence, and Web Development can help students explore new career opportunities. You don't need to spend a lot of money to start learning. Free learning platforms, hands-on practice, and small projects can help you improve your knowledge and confidence. Stay curious, keep learning, and take small steps every day toward your dreams. Your future starts here.