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AI’s data problem: How to build the right foundation

CIO

With data existing in a variety of architectures and forms, it can be impossible to discern which resources are the best for fueling GenAI. With the right hybrid data architecture, you can bring AI models to your data instead of the other way around, ensuring safer, more governed deployments.

Data 147
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Why GreenOps will succeed where FinOps is failing

CIO

This surge is driven by the rapid expansion of cloud computing and artificial intelligence, both of which are reshaping industries and enabling unprecedented scalability and innovation. The result was a compromised availability architecture. Global IT spending is expected to soar in 2025, gaining 9% according to recent estimates.

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How BQA streamlines education quality reporting using Amazon Bedrock

AWS Machine Learning - AI

The architecture seamlessly integrates multiple AWS services with Amazon Bedrock, allowing for efficient data extraction and comparison. The following diagram illustrates the solution architecture. Reduced risk of errors or non-compliance in the reporting process, enforcing adherence to established guidelines.

Education 108
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Data trends in 2025

Xebia

And data.world ([link] a company that we are particularly interested in because of their knowledge graph architecture. By boosting productivity and fostering innovation, human-AI collaboration will reshape workplaces, making operations more efficient, scalable, and adaptable.

Trends 130
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Redesigning Our Docs – Part 4 – Building a Scalable CSS Architecture

Algolia

This is the fourth article in a seven-part series of blogs that describe our most recent changes to the architecture and content of our documentation. We focus here on CSS architecture and improving the way we deal with assets. We integrated it in a loose version of the ITCSS architecture. A composable approach.

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Exploring SMACSS: Scalable and Modular Architecture for CSS

Toptal

While frameworks like Bootstrap can help, SMACSS takes a different approach, as a set of solid organizational guidelines. In this article, Toptal Freelance Front-end Developer Slobodan Gajic gives us a run-down of the idea and benefits behind Jonathan Snook's architectural wisdom.

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Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

Semantic routing offers several advantages, such as efficiency gained through fast similarity search in vector databases, and scalability to accommodate a large number of task categories and downstream LLMs. This architecture workflow includes the following steps: A user submits a question through a web or mobile application.