Architecture DevOps System Design 
CIO
APRIL 30, 2025
Katie feels this is relevant especially to tools such as coding assistants or DevOps AI agents that promise efficiency gains. IT should think like a systems designer, not a tech shopper. One challenge is demonstrating return on investment. Are organizations demonstrably seeing ROI today ? How is it being measured (if at all)?
CIO
FEBRUARY 4, 2025
However, without a significant commitment from architects and engineers to design more efficient systems, shut down or resize underutilized resources, deploy autoscaling or adopt other cost optimization methods, many efforts fail to achieve meaningful impact. The result was a compromised availability architecture.
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CIO
OCTOBER 15, 2024
It may surprise you, but DevOps has been around for nearly two decades. Driven by the development community’s desire for more capabilities and controls when deploying applications, DevOps gained momentum in 2011 in the enterprise with a positive outlook from Gartner and in 2015 when the Scaled Agile Framework (SAFe) incorporated DevOps.
Xebia
JUNE 20, 2022
When companies transform towards an agile and DevOps way of working, they sometimes ask how to proceed with architects. Some companies ignore architects in their transformation, some will upskill their architects, and some will make the DevOps teams responsible for the architecture.
Crunchbase News
APRIL 16, 2025
This led to the rise of software infrastructure companies providing technologies such as database systems, networking infrastructure, security solutions and enterprise-grade storage. We can see a highly similar pattern shaping up today when we examine the progress of AI adoption.
AWS Machine Learning - AI
APRIL 9, 2025
For instance, consider an AI-driven legal document analysis system designed for businesses of varying sizes, offering two primary subscription tiers: Basic and Pro. This architecture workflow includes the following steps: A user submits a question through a web or mobile application. 70B and 8B.
AWS Machine Learning - AI
MARCH 5, 2025
These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. He has touched on most aspects of these projects, from infrastructure and DevOps to software development and AI/ML.
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