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Home > Insights > Blogs > Shalley Gupta

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Shalley Gupta
DevOps

DevOps

Amazon Redshift Concurrency Scaling: Staying Fast When Everyone Queries at Once

As your data grows and your user base expands, your Amazon Redshift cluster faces increasing demands from concurrent queries. Without proper management, this can lead to performance bottlenecks, longer query times, and frustrated users. Fortunately, Amazon Redshift offers a feature called Concurrency Scaling to address exactly this...

Shalley Gupta
Shalley Gupta September 16, 2026
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DevOps

AWS DevOps Agent: What It Is, How It Works, and Where It Fits in Your Pipeline

AWS re:Invent-style announcements come and go, but every so often one lands directly on the desk of the people who get paged at 2 AM. AWS DevOps Agent is one of those. It's an AI-powered, always-on agent built to sit across two halves of the software delivery lifecycle that usually live in separate tools and separate teams: release...

Shalley Gupta
Shalley Gupta September 11, 2026
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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. CloudWatch...

Shalley Gupta
Shalley Gupta September 11, 2026
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