AI is remaking the entire software lifecycle. Agents write code, prompts steer behavior, and model updates change your product without a deploy. That’s exciting. But also terrifying. What used to be a predictable merge → build → release flow now includes non-deterministic systems, live models, and fast-changing prompts. You need a runtime safety and experimentation […]
DevOps has delivered on its promise to automate, streamline, and standardize software deployment. Teams today leverage CI/CD pipelines, infrastructure as code, and automated monitoring, resulting in an ability to ship code almost continuously. Yet failures still occur – sometimes catastrophically – because the focus of DevOps is internal: ensuring code gets to production. But customers […]
This article explores how feature flag driven development (FFDD) and FeatureOps practices enable engineering teams to deliver software with greater control, reduced risk, and continuous learning through runtime feature management and experimentation. The current gap in DevOps: Why are failures still happening? Despite years of investment in CI/CD pipelines, agile methodologies, and DevOps automation, many […]
Historically, “feature flag” and “feature toggle” have referred to the same fundamental concept: a runtime control mechanism used to enable or disable specific functionality within a software product without deploying new code. For the vast majority of teams and products, there is no functional difference between a feature flag and a feature toggle. Both refer […]
