Operations | Monitoring | ITSM | DevOps | Cloud

I was recently asked this question on an episode of the Industrial Automation Insider podcast. I immediately called out the need to look closer at cloud-based training of the AI models that serve as the decision engines within these automation systems. Why haven’t more manufacturers, warehouse operators, or healthcare providers jumped on this opportunity? They’re all using machine vision systems in various ways, often across multiple sites that are geographically distant from one another.

Have you ever asked an AI model a question and received an outdated or completely off-base response? I’ve been there too. The problem is that most AI models rely solely on their pre-trained knowledge, which becomes obsolete over time. This is where RAG can help: RAG is a hybrid AI technique that combines the advantages of retrieval systems and generative models. It bridges the gap by bringing in real-time information from external knowledge sources to improve the generation quality.

As part of Atlassian’s ongoing investment in security, we’re excited to introduce token rotation for access tokens in Bitbucket Cloud. Building on recent updates, like adding expiration dates to access tokens, this new capability allows you to rotate your tokens, which generates a new secret while maintaining the same access and scopes.

Cross-platform environments are crucial for businesses aiming to optimize development costs while reaching a broader audience. By leveraging shared codebases and frameworks, organizations can maintain a consistent user experience across platforms without the need for redundant development efforts. They enhance operational efficiency by offering multi-framework support and providing a consistent user experience across platforms.

Remote desktop file transfer allows people to transfer files between remote desktops and local machines quickly—and it is more vital than ever. IT teams rely on remote desktop tools to access servers, while remote employees use these tools for file transfers when working from home or collaborating with colleagues at other locations.