sakshampaliwal.hashnode.devAmazon GuardDuty: Your AWS WatchdogYou deployed your first real production app to AWS last month. It's running. Users are happy. And then someone on the security team slacks you: "Hey, we're seeing some weird API calls from your account. You spinning up instances in regions you don't ...Jan 21路6 min read
sakshampaliwal.hashnode.devAWS Kinesis: What It Is and Why It ExistsYou're building something. Maybe it's a web app. Maybe it's an analytics dashboard. Maybe it's just a service that needs to log some events. And then someone on your team says, "we should use Kinesis for this." And you're like... what? Why? We alread...Jan 20路7 min read
sakshampaliwal.hashnode.devWhat is AWS Bedrock??You're sitting in a sprint planning meeting and someone says, "hey, what if we add AI to our customer support?" And your first thought is probably... "oh no." Because you've heard the stories. Training models. Managing GPUs. Hiring ML engineers. Spen...Jan 19路5 min read
sakshampaliwal.hashnode.devAWS Nova: AI That Scales CheapYou know that moment when you're estimating cloud costs for an AI feature and you just... close the tab? Yeah. Because GPT-4 pricing looked scary. Claude was amazing but expensive for high-volume stuff. And you're sitting there thinking "I just need ...Jan 18路6 min read
sakshampaliwal.hashnode.devWhat Is AWS SageMaker, Actually?You've been building APIs, deploying containers, managing CI/CD pipelines... and now someone mentions "training a model" and suddenly everyone's talking about GPUs, Jupyter notebooks, and something called SageMaker. And you're like, wait. I thought w...Jan 17路5 min read