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The early returns on gen AI for software development

CIO

Generative AI is already having an impact on multiple areas of IT, most notably in software development. Early use cases include code generation and documentation, test case generation and test automation, as well as code optimization and refactoring, among others.

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Code analysis tool AppMap wants to become Google Maps for developers

TechCrunch

The 10/10-rated Log4Shell flaw in Log4j, an open source logging software that’s found practically everywhere, from online games to enterprise software and cloud data centers, claimed numerous victims from Adobe and Cloudflare to Twitter and Minecraft due to its ubiquitous presence. Image Credits: AppMap.

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Mending the rift between business stakeholders and development teams

Xebia

In today’s business world, the synergy between stakeholders, product management and development teams are paramount. Customer’s problem At one of our major clients at Xebia customers complained, that the project velocity was inconsistent, while the development team seemed perpetually busy.

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When your AI chatbots mess up

CIO

Hallucinations occur when the data being used to train LLMs is of poor quality or incomplete. For engineers, AI-generated code used in software development may contain security vulnerabilities or intellectual property ingested during training. The rate of occurrence runs between 3% and 8% for most generative AI platforms.

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Insights from your JIRA data to help improve your team

Xebia

Many teams are using Atlassian’s JIRA as an issue tracker, which then becomes a valuable source of information for their daily operations. As a team leader utilizing JIRA, you probably have employed JIRA dashboards to monitor the status of work, usually in context of a (release) planning. “won’t fix”).

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Generative AI: the Shortcut to Digital Modernisation

CIO

Generative AI can help businesses achieve faster development in two main areas: low/no-code application development and mainframe modernisation. Developers can create and modify applications independently, reducing the burden on IT teams to focus on more strategic and complex tasks.

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This week in AI: Amazon ‘enhances’ reviews with AI while Snap’s goes rogue

TechCrunch

This week in AI, Amazon announced that it’ll begin tapping generative AI to “enhance” product reviews. Once it rolls out, the feature will provide a short paragraph of text on the product detail page that highlights the product capabilities and customer sentiment mentioned across the reviews. Could AI summarize those?