Operations | Monitoring | ITSM | DevOps | Cloud

The latest News and Information on DevOps, CI/CD, Automation and related technologies.

How to Set Up and Manage LTO Tape Backup Systems That Last

Building a dependable LTO tape backup system starts with more than just the right hardware. From physical setup to ongoing tape management, each step plays a direct role in long-term data protection. Skipping planning or using mismatched components can lead to wasted time, damaged media, and incomplete backups. Hardware, software, labelling, storage, and tape rotation: This guide has you covered. It's all here, explained simply. We'll also look at what's usually missed. Testing. Without routine validation, your backups can fail silently. Keep your system running smoothly!

FrogML SDK: the Gateway to Model Governance

Data-driven decisions are critical. And to support high-stakes decision-making – from fraud detection in credit card transactions to demand forecasting in retail – organizations are increasingly relying on complex models. According to McKinsey, 78% of organizations report using AI in at least one business function, highlighting just how embedded AI and ML models have become in operational and strategic decision-making.

Puppet Enterprise Installations with the Administration Module (PEADM)

In this real-time walkthrough, learn how to install and upgrade Puppet Enterprise using the Puppet Enterprise Administration Module (PEADM). This module helps you with admin and maintenance tasks and really helps you ensure that installations are consistently executed each and every time. Follow along from configuration to execution as Tony Green runs a monolithic installation example and provides an overview of the resources and options available to you.

Your APIs Are Green. Your Background Jobs Are Dying.

Launch Week Day 2: Introducing Discover Jobs Your dashboard looks perfect. APIs responding in 80ms. Error rates at 0.02%. Kubernetes pods healthy. Everything's green. Then Slack explodes: "Why didn't my invoice generate?" "Where's my password reset email?" "The data export I requested yesterday is still processing?" You check your job queue. Sidekiq dashboard shows 47,000 jobs processed today. Redis looks fine. Workers are running. But somehow, your business logic is silently falling apart.

Best of both worlds: relaxAI API brings sovereignty and affordability to OpenAI

The UK’s Competition and Markets Authority (CMA) recently published its final verdict on the state of the cloud industry. While the tone may have softened since its initial findings, the conclusion was still damning: hyperscalers like AWS and Microsoft continue to unfairly dominate the cloud market through opaque, inflated pricing and technical lock-in strategies.

Part Two - Event Intelligence vs. AIOps: Key Differences, When to Use Each and Why

The IT environments of large enterprises have become so complex that operational teams have turned to two solution categories in particular to help them improve visibility and gain faster incident response, automate and enable more effective decision-making.

Reliability upholds your promise to users

Consistent systems are reliability systems according to Ganesh Seetharaman, Managing Director at @Deloitte. Full transcript:   Strong reliability is demonstrated when systems consistently work as expected even during peak demand or unexpected events. When issues do happen, they are resolved quickly and transparently so users experience minimal disruption. Reliability also means data integrity. No matter how much stress the system is under, information needs to be accurate and secure.

Transforming Snapshots with Templates

Ever wished you could save and reuse your API traffic transformations? With Speedscale's new snapshot templates feature, you can! In this demo, we'll walk you through how to: Find and filter API traffic to create a snapshot. Transform sensitive data, like authentication tokens, with templates. Apply those saved templates to new snapshots instantly, saving you time and ensuring consistency. Whether you're looking to automate your testing or handle sensitive data more efficiently, our new templates feature makes it easier than ever to manage your API snapshots.