Fortunately, companies do not always have to choose between in-house vs outsourcing. Instead they can adopt a hybrid development strategy, which combines the capacities of internal and external IT teams. This approach ...

Somewhere along the way, DevOps became a tooling conversation. Ask someone how mature their DevOps practice is and the answer will often involve CI/CD pipelines, automated testing, infrastructure as code, observability, deployment ...

Vulnerability prioritization is not a language problem. The safest agent architectures use models to interpret and explain, while deterministic systems traverse the evidence. Ask a security team a simple question: Of the ...

Something specific happened to software delivery in the past two years. The 2026 survey data is unusually clear about what it was. Sonar's 2026 State of Code Developer Survey found that AI-generated ...

DevOps is often associated with speed: shorter release cycles, greater automation, faster feedback and increased developer autonomy. In financial services, however, speed is only one part of the equation. A platform supporting ...

During my doctoral research on modern engineering practices and operational efficiency, one pattern kept surfacing that I did not expect to find. The engineering teams making the most measurable progress on sustainability ...

A familiar pattern is emerging in observability conversations. As telemetry volumes grow and costs rise, the default recommendation is often to collect less data: Sample more, retain less, index selectively, filter earlier, ...

For a long time, monitoring just meant staring at dashboards and waiting for something to flash red. Engineers tracked things like CPU usage, memory, response times, error rates, and uptime. If a ...

For years, cloud infrastructure changes were mostly a mystery. An engineer would log into a dashboard, tweak a setting, run a few scripts, and that was it. Nobody worried until something broke ...

The first sign of trouble was a screenshot. We'd just switched on the A/B test via our feature management platform. Within the hour, a senior stakeholder landed in the variant feature flag, ...

Certificate renewal is often treated as a scheduled task: run an ACME client, obtain a new certificate, and move on. In practice, that view is too narrow for production systems. A certificate ...

AI coding agents are becoming part of everyday development work. Developers use them to find libraries, configure projects, troubleshoot installation problems, and set up new tools. An agent can search GitHub, read ...