Operations | Monitoring | ITSM | DevOps | Cloud

I still get frustrated when I see organizations treating IT as a cost centre or an operational necessity rather than a strategic enabler. But the reality is, digital experiences are business-critical and performance is the new currency. Today’s IT leaders must adopt a CFO mindset, aligning technology investments with business outcomes, agility, and measurable return. Nowhere is this more relevant than in the realm of application acceleration.

Three Atlassian programs that support startups.

Large Language Models (LLMs) can produce impressive text responses, but they’re not immune to generating harmful or disallowed content. If you’re developing an LLM-powered application, you need a reliable way to detect and block risky outputs. Disallowed content – hate speech, explicit descriptions, harmful instructions – can damage your product’s reputation, endanger user safety, and potentially violate legal or platform guidelines.

While modernizing IT infrastructure, securing data, and ensuring high availability are high priorities, optimizing AWS costs and utilization has consistently been the top priority for most companies in recent years. As a result, AWS introduced Cost and Usage Reports (CUR). AWS designed CUR to provide granular data on resource consumption and associated costs in the AWS environment.