Operations | Monitoring | ITSM | DevOps | Cloud

There’s a new kind of thinking happening in the world. It doesn’t come with memories, emotions, or doubt. It doesn’t hesitate. It doesn’t wonder. However, it appears to be thinking. Ask it a question, and it responds in perfect grammar. Ask for help, and it gives you options. You could almost believe it understands. Almost. This is what happens when machines are trained to speak like us, but without ever needing to understand us.

SQL naming conventions are often at the root of database headaches. One careless name like temp1 or new_table can lead to broken queries, failed deployments, and hours of avoidable debugging. To prevent this, teams need clear, enforceable naming standards: rules they can rely on as databases evolve. Many organizations also turn to purpose-built SQL Server IDEs to apply the standards programmatically, visualize relationships, and manage schema changes across environments.

OpenLLMetry extends the industry-standard OpenTelemetry framework with features specifically for monitoring large language model (LLM) and GenAI application behavior.

It has never been more critical to establish a solid foundation for regulatory compliance. Regulations govern a wide range of functions. Some of them are obvious, such as health and human services, patient data, medical devices, and credit payments. Some of them are less obvious, especially with the ever-changing definition of what constitutes private and identifiable data. This article provides an overview of regulatory compliance challenges and the hidden risks organizations face beneath the surface.

Background task processing is something that many developers may encounter when building Elixir applications. This might include sending emails asynchronously, posting and fetching data from an API, and more. Oban, a powerful and persistent job processing library, offers a reliable way to handle background tasks, scheduled operations, and more. However, like any complex system, Oban requires careful monitoring to ensure its smooth operation, identify bottlenecks, and prevent unexpected failures.

The Quest For The Five Minute Deploy Speed is everything at incident.io. The faster we can test and ship code, the faster we can get new products and features out to customers. Over the last three years, as our codebase grew and our test suite expanded, we drifted away from our own goals: "We aim for less than 5 minutes between merging a PR and getting it into production." This is the story of how we got back on track.

There’s a hard truth in IT: everyone wants automation, but nobody wants to wait six months (or more) to get it off the ground. Traditional automation initiatives are often bogged down in backlog, scripting complexity, and integration chaos. That’s exactly what makes agentic workflows different. Agentic workflows don’t just automate tasks; they act. They understand intent, operate autonomously, and improve over time.

Banks and financial institutions operate in one of the most complex, highly regulated and risk-averse industries.

Attestations, or as we like to call them, evidence, are a critical piece to proving software supply chain integrity and security. However, without the right tools and processes, reviewing and verifying attestations can be time-consuming. At JFrog, we’re deeply committed to empowering developers, DevOps, and Security teams to make these complex workstreams as simple as possible.