SPSaksham Paliwalinsakshampaliwal.hashnode.dev路Jan 21 路 6 min readAmazon 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 ...00
SPSaksham Paliwalinsakshampaliwal.hashnode.dev路Jan 20 路 7 min readAWS 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...00
SPSaksham Paliwalinsakshampaliwal.hashnode.dev路Jan 19 路 5 min readWhat 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...00
SPSaksham Paliwalinsakshampaliwal.hashnode.dev路Jan 18 路 6 min readAWS 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 ...00
SPSaksham Paliwalinsakshampaliwal.hashnode.dev路Jan 17 路 5 min readWhat 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...00