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In this post, we share how Amazon Bedrock's granular cost attribution works and walk through example cost tracking scenarios.
Vendor benchmark finds APIs let you do the job faster and cheaper
<div><img width="300" height="282" src="https://blogs.vmware.com/wp-content/uploads/2026/04/VMC_logo.png" class="attachment-medium size-...
A DynamoDB throttle alarm fires at 2 am. You confirm the spike in CloudWatch, then check ElastiCache in a second dashboard, then Redshift in a third. Cache hit rate dropped, which...
This post demonstrates how to build an automated competitive price intelligence system that streamlines manual workflows, supporting teams to make data-driven pricing decisions wit...
With Amazon Bedrock Projects, you can attribute inference costs to specific workloads and analyze them in AWS Cost Explorer and AWS Data Exports. In this post, you will learn how t...
If your AWS bill has been growing month over month and you cannot pinpoint the cause, your S3 buckets are usually where the investigation starts. Most engineering teams configure s...
<div><img width="300" height="168" src="https://blogs.vmware.com/wp-content/uploads/2026/04/specvirt-featured-image.png" class="attachme...
CAD: Cost Anomaly Detection or Create Astounding Debt?
Today, we're announcing cross-account Athena access for Amazon Quick. With this feature, customers can query Athena data in other AWS accounts using AWS Identity and Access Managem...
AWS EC2 Fundamentals: Renting Computing Power Without Breaking the Bank Have you ever faced this nightmare: a looming deadline, a massive batch job or a machine learning model to...
Selecting the right SQL processing solution for large-scale data analytics is a critical decision for organizations. As data volumes grow exponentially, the technology landscape ha...
In this post, we demonstrate how to use the metadata export capability in Amazon SageMaker Catalog and perform analytics such as historical changes, monitor asset growth and track...
llm_cost_tracker is a Rails-engine cost ledger that hooks into Faraday and the official OpenAI, Anthropic, and Gemini SDKs to capture token usage and tool charges per request, pric...
The name ‘Amazon’ doesn’t need an introduction. Founded by Jeff Bezos in 1994, Amazon officially started off as an online bookseller and over the years, grew into the global e-comm...
Your cloud bill arrives and the compute costs look reasonable. Storage makes sense. Then you see data transfer: $47,000. Last month alone. That sinking feeling when you realize you...
When hundreds to thousands of users are onboarded to an enterprise AI platform, business leaders and platform owners need visibility into who is using the platform, whether users a...
Enterprises face challenges when teams create data assets outside of central data catalogs. It adds overhead for discovery, and limits collaboration. Amazon’s Business Data Technol...
Amazon Web Services has introduced a standalone Sustainability Console designed to give enterprises clearer, broader access to carbon emissions data tied to their cloud usage, a mo...
There's a particular kind of learned helplessness that settles into engineering organizations after a few years of rapid cloud growth. You ship a feature. The feature works. Latenc...
It’s like having your own personal expert AWS solutions architect and data engineer rolled into one. The post Introducing the Agent Toolkit for Amazon Web Services appeared first o...
As AI agents, bots, and programmatic access become an increasingly significant portion of web traffic, organizations need better tools to understand, analyze, and manage this activ...
In this post, you learn how HotelTrader reduced inter-availability zone data transfer costs by 95% and improved average latency by 49% by migrating from the Redis Lettuce client to...
A few years ago, the popular online music service Spotify had a problem. Users were receiving application errors rather than bobbing their heads to the latest Taylor Swift lyric. T...
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