Application teams have been living in Git-driven, immutable-deployment land for years. Databases lagged for good reason: That gap has closed considerably now that Kubernetes operators understand PostgreSQL well enough to manage replication, failover, and storage declaratively. What’s still missing in a lot of pipelines is the operational layer that sits on top of “it deployed”, […] The post How to Build a PostgreSQL CI/CD Pipeline with GitOps and Kubernetes appeared first on Severalnines.
CI optimization is easiest to reason about when the problem is concrete: one pipeline, one critical path, and one cost model. Lawmatics reached out to us with that kind of problem. Their application pipeline was already parallelized and already using a sensible CI structure. The remaining question was whether the most expensive part of the […] The post How Lawmatics Cut CI Compute Cost by 39.3% and Shortened Pipeline Time by 15.8% appeared first on Semaphore.
Jenkins earned its place as the default CI server of the 2010s: it was free, endlessly extensible, and available before any serious managed CI/CD competitor existed. More than a decade later, that same flexibility has become the thing teams complain about most — plugin sprawl, Groovy pipeline scripts nobody wants to maintain, and infrastructure that […] The post Best Jenkins Alternatives in 2026 appeared first on Semaphore.
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GitHub Actions became the default CI/CD choice for millions of repositories simply because it’s built into GitHub. But “default” and “best” are not the same thing — and in 2026, the gap between the two has gotten harder to ignore. A ten-hour outage in July, a supply-chain attack that backdoored over 5,500 repositories in May, […] The post Best GitHub Actions Alternatives in 2026 appeared first on Semaphore.
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Choosing a CI/CD tool in 2026 isn’t just a technical decision — it’s a cost and productivity decision. Slow pipelines mean slower shipping, and opaque pricing means budget surprises at the end of the month. We benchmarked five of the most widely used CI/CD platforms against the same workload: a real Ruby on Rails application […] The post Best CI/CD Tools in 2026: Performance and Cost Compared appeared first on Semaphore.
Embedded and IoT teams face a very different CI/CD reality than traditional SaaS teams. While most continuous integration and continuous delivery pipelines assume everything can run in the cloud, embedded systems depend on physical hardware, constrained environments, and real world signals. If you search forums like Reddit (r/embedded, r/devops), Stack Overflow, or vendor communities, the […] The post What CI/CD strategies work for embedded or IoT projects that require hardware testing? appeared first on Semaphore.
Test automation has always been a field that requires a lot of work. Quality assurance teams were often stuck in a cycle of fixing broken tests, maintaining scripts by hand, and updating locators in a way that wasn't reliable. As software release processes got shorter, this old way of doing
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