Machine Learning Archives - Software Engineering Daily AI for Software Delivery with Birgitta Böckeler
Aug 15, 2023
Birgitta Böckeler, Global Lead for AI-assisted software delivery at Thoughtworks, discusses the latest advances in large language models and how they are revolutionizing software development. Topics include the applications of AI in software delivery, the role of generative AI and large language models in code generation, the value of an AI assistant in software development, and the potential applications and limitations of AI in software development tasks.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8
Introduction
00:00 • 2min
Exploring AI for Software Delivery
02:15 • 2min
Generative AI and its Impact on Software Delivery
03:49 • 13min
Using a List of Actions and the Value of an Assistant
17:11 • 6min
AI and Machine Learning in Software Delivery Life Cycle
22:51 • 11min
AI Assistance in Software Development
33:36 • 23min
Application of LLMs in Deployments and Infrastructure
56:11 • 3min
GitOps for Kubernetes Deployment and Determinism
58:50 • 3min
AI-assisted software delivery refers to the utilization of artificial intelligence to assist, enhance, or automate various phases of the software development lifecycle. AI can be used in numerous aspects of software development, from requirements gathering to code generation to testing and monitoring. The overarching aim is to streamline software delivery, reduce errors and, ideally, reduce the time and costs associated with software development.
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