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Articles tagged with #aws
You 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 ...
You'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...
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...
You 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 ...
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...
You're running a RAG pipeline. Everything's working fine. Your vectors are sitting in Pinecone or Weaviate, your documents are in S3, and you're paying two separate bills every month. Then someone on your team asks, "Wait... why are we storing embedd...
