DevOps

What Bedrock Cost Attribution Reveals About AI Governance

There’s a pattern that shows up almost every time an organization scales generative AI workloads on Amazon Bedrock past a single team: at some point, someone asks a simple question — “which service spent what, on which model, last month?” — and nobody can answer it with real confidence. Not because the data is missing. […]

Shalley Gupta
Shalley Gupta
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MSP

How to Build an AI-Powered AWS Health Email Intelligence Engine

INTRODUCTION Have you ever woken up to a dozen AWS health notifications, each one technical, urgent, and demanding your immediate attention? Imagine it’s 2 a.m. and AWS sends a health notification: an EC2 instance is being retired in 48 hours. Ten minutes later, a second email arrives about a mandatory RDS upgrade. By morning, there […]