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LLMs Demand Observability-Driven Development

DZone

Our industry is in the early days of an explosion in software using LLMs, as well as (separately, but relatedly) a revolution in how engineers write and run code, thanks to generative AI.

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Application observability meets developer observability: Unlock a 360ยบ view of your environment

Dynatrace

Application observability helps IT teams gain visibility in their highly distributed systems, but what is developer observability and why is it important? In a recent webinar , Dynatrace DevOps activist Andi Grabner and senior software engineer Yarden Laifenfeld explored developer observability.

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Nurturing Design in Your Software Engineering Culture

Strategic Tech

There are a few qualities that differentiate average from high performing software engineering organisations. In my experience, the culture is better and the results are better in orgs where engineers and architects obsess over the design of code and architecture. So we need to make it part of everything we do.

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Software engineering for machine learning: a case study

The Morning Paper

Software engineering for machine learning: a case study Amershi et al., More specifically, weโ€™ll be looking at the results of an internal study with over 500 participants designed to figure out how product development and software engineering is changing at Microsoft with the rise of AI and ML. ICSE’19.

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A Note to Business Leaders on Software Engineering

Strategic Tech

Software developers are interchangeable. A software developer with a computer science degree will produce the same quality of work as any other software developer with a computer science degree. Productivity of software teams, over the short and long-term, can vary by many orders of magnitude.

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How Red Hat and Dynatrace intelligently automate your production environment

Dynatrace

Problem remediation is too time-consuming According to the DevOps Automation Pulse Survey 2023 , on average, a software engineer takes nine hours to remediate a problem within a production application. Context-rich tickets can be created in systems like Jira or ServiceNow for traceability and compliance.

DevOps 268
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A New Era Has Come, and So Must Your Database Observability

DZone

Previously, our application was using one database; developers knew how it worked, and the deployment rarely happened. Software engineers didnโ€™t need to understand the database, and even if they owned it, it was just a single component of the system. The complexity of the software increased significantly.

Database 276