Operations | Monitoring | ITSM | DevOps | Cloud

Autonomous IT operations: Scaling business without scaling IT complexity

Autonomous IT operations use AI, operational data, observability, and automation to enable IT environments to detect issues, understand their context, determine the appropriate response, and act with minimal human intervention. As businesses grow, IT environments rarely stay simple. More employees, endpoints, applications, and cloud services generate even more alerts, incidents, and operational work. The traditional model scales linearly: more environment means more manual effort.

Database governance in the AI era: Framework, risks and best practices

AI database governance can get overlooked when teams rush to connect AI tools to production data. IBM’s 2025 research found that 97% of organizations that reported a breach involving an AI model or application lacked proper AI access controls. The risk is easy to see. Give an AI agent too much access and it can expose or alter data in seconds. Feed it poor-quality data and it may produce a confident but incorrect answer.

Is Your MSP Pricing Model Inhibiting Your Business Growth?

One of the questions MSP owners ask most often isn’t about tools or tech. It’s about pricing. Not just what to charge, but something closer to, “Is the way I’m charging actually built to support where I want this business to go?” We’re going to dig into why pricing models matter just as much as service delivery, how the most common approaches help or hurt as MSPs scale, and what to look at when margins feel tighter than they should.

How to Scale an MSP Team That Won't Break

Every MSP hits a point where the business is growing, the work is technically getting done, and it still somehow feels worse than it did a year ago. Tickets slip through. Two techs touch the same escalation, and neither one closes it. Your best engineer is doing a password reset at 4:45 on a Friday because nobody else picked it up.

How to Monitor Bandwidth Usage: Techniques, Tools & Troubleshooting

Your Internet link averages 40% utilization, yet users still complain that calls drop and SaaS apps crawl every morning at 9:00. Averages are where bandwidth problems hide. A five-minute polling interval can smooth a 30-second saturation spike into a flat, healthy-looking line. A total-usage graph also won't tell you whether the traffic is a backup job, a compromised endpoint, or an ISP delivering less than you're paying for.

GitKraken Insights | AI feels faster. Make sure it is.

AI feels faster. Make sure it is. GitKraken Insights shows engineering leaders the real cost, output, and ROI of their AI investment, per tool, per team, per developer. Then it gives every developer their own data and coaching to get more from it. 84% of developers say they feel more productive with AI. Only about one in five can actually measure the impact.* With GitKraken Insights, you can: We run on it ourselves: GitKraken's own engineering org reached 2.53x output in six months.

Cribl On Your Coffee Break Episode 20 - Keep learning, keep growing, keep Cribl-ing!

As we wrap up our month-long series, we look at the resources that will help you keep learning and growing - from Cribl University to Sandboxes to the Cribl Community and beyond. By the time the month is over, you will have a pretty good idea of what Cribl can do, and how to do it. You’ll also have consumed more caffeinated beverages than is strictly appropriate...