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The key to operational AI: Modern data architecture

CIO

Just as DevOps has become an effective model for organizing application teams, a similar approach can be applied here through machine learning operations, or “MLOps,” which automates machine learning workflows and deployments. To succeed, Operational AI requires a modern data architecture.

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Port internal development platform gives visibility into DevOps architecture

TechCrunch

In a typical large organization, DevOps tasks have become so complex, and involve navigating so many tools, it has become difficult to understand the current state of affairs, and to add resources when needed. The first layer is the ability provides engineering with good visibility into DevOps.

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How today’s enterprise architect juggles strategy, tech and innovation

CIO

Jenga builder: Enterprise architects piece together both reusable and replaceable components and solutions enabling responsive (adaptable, resilient) architectures that accelerate time-to-market without disrupting other components or the architecture overall (e.g. compromising quality, structure, integrity, goals).

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OpsLevel raises $5M to fix DevOps

TechCrunch

The term “DevOps” has been rendered meaningless and developers still don’t have access to the right tools to put the overall idea into practice, the team behind DevOps startup OpsLevel argues. “[PagerDuty] was an important part of the DevOps movement. Image Credits: OpsLevel.

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Building Like Amazon

Speaker: Leo Zhadanovsky, Principal Solutions Architect, Amazon Web Services

Amazon's journey to its current modern architecture and processes provides insights for all software development leaders. Whether you're developing for a small startup or a large corporation, learning the tools for CI/CD will make your good DevOps team great. In this fast paced talk, he will cover: How to decompose for agility.

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6 enterprise DevOps mistakes to avoid

CIO

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.

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Why GreenOps will succeed where FinOps is failing

CIO

Why FinOps is failing FinOps a framework formed by combining Finance and DevOps was introduced in the early 2010s as cloud adoption surged, addressing financial accountability and cost optimization in the cloud. The result was a compromised availability architecture. A fundamental change in approach is urgently needed.

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Why Distributed Tracing is Essential for Performance and Reliability

Speaker: Daniel "spoons" Spoonhower, CTO and Co-Founder at Lightstep

Many engineering organizations have now adopted microservices or other loosely coupled architectures, often alongside DevOps practices. Together these have enabled individual service teams to become more independent and, as a result, have boosted developer velocity.