Operations | Monitoring | ITSM | DevOps | Cloud

The End of Self-Service IT as We Know It

The modern service desk is not short on entry points. In fact, employees can open a portal, search a knowledge base, start a chatbot conversation, or submit a ticket from almost anywhere. In theory, that should mean fewer queues and faster resolution. But if access to IT has improved so dramatically, why has the operational burden behind each interaction barely moved?

Full Stack Observability vs Monitoring: Key Differences

Traditional monitoring tracks system health by collecting data such as metrics and logs, this data is checked to see if a system is behaving as expected and alerts are raised if errors or anomalous data values are found. This works well in stable, predictable environments, but modern IT systems are far more complex and dynamic. In distributed architectures like microservices and cloud-native platforms, predefined alerts usually aren’t enough to explain why a failure is happening.

What is AIOps? Benefits, Use Cases, and How It Transforms IT Operations

Decades ago, IT operations was relatively simple, with a few components such as client, server, network, and the static environments. IT teams relied on manual analysis to manage these systems. Over time, however, IT operations has evolved significantly, driving the adoption of AIOps technologies.

Agentic Pipelines now supports OpenAI Codex

Bring your Codex agent into Bitbucket Pipelines. A few weeks ago, we announced support for Claude agents in Bitbucket Pipelines. Today, we’re adding OpenAI Codex as a supported agent. If your team is already using Codex on the desktop, you can now move that same workflow into your pipeline — triggered by a merge, a schedule, a failing build, or a pull request comment.

The secret behind Carnegie's fortune and the lesson for the AI era

Point A: 1835. Andrew Carnegie is born in a weaver’s cottage in Dunfermline, Scotland. The cottage has one main room, which the Carnegies share with another family. Point B: 1901. Andrew Carnegie becomes the richest man in the world when Carnegie Steel Company wins the Iron vs. Steel industrialists’ war, and he sells the company to J.P. Morgan for the modern equivalent of $450 billion.

Creating an agentic feedback loop with reliability guardrails

Reliability guardrails help make sure that your applications stay reliable without slowing down. In an earlier blog, we went into why agentic AI development needs reliability guardrails. It went over how the increased speed of AI development demands automated guardrails to verify resilience and what kinds of tests these guardrails should cover. But that’s only the beginning. By themselves, guardrails act as a gate to ensure resilience mechanisms hold under rapid changes.

How AI Scribe Medical Tools Improve Healthcare Efficiency

Healthcare workers spend a huge part of their day on paperwork instead of patients. Doctors often joke that they trained for years to practice medicine, only to spend half their time typing notes into a computer. This is exactly the problem that AI scribe medical tools are designed to solve.

How Global Contractors Strengthen IT Operations Teams

IT operations never really stop. Servers need monitoring at 3 a.m., security patches can't wait for Monday morning, and a system outage in one country can affect customers halfway around the world. This constant demand is one of the main reasons many companies now hire global contractors to support their IT teams. Instead of trying to staff every shift and every skill set locally, businesses are looking beyond their borders to build IT operations that are faster, more flexible, and better equipped to handle whatever comes their way.