Not every infrastructure pull request deserves the same review path. A tag change in a development account and a network-policy change in production should not create identical reviewer load. When every change is treated as high risk, reviewers stop trusting the signal. In IaC review, I have seen reviewers spend too much attention on low-risk changes […]
We Spent 15 Years Automating Infrastructure. Now We’re Automating Decisions
As DevOps shifts from deterministic infrastructure automation to AI-driven probabilistic judgment, organizations face a profound transition from automating tasks to automating operational reasoning. Discover why this requires a fundamental evolution in platform engineering, trust, and governance.
Akuity Adds Ability to Customize Kargo Pipelines
Akuity this week at the KubeCon + CloudNativeCon Europe conference revealed it has added an ability to customize the steps used to promote applications into a production environment using a Kargo orchestration engine it developed to manage software using a GitOps workflow. Company CEO Hong Wang said the Custom Steps capability added to Kargo will […]
GitOps Implementation at Enterprise Scale — Moving Beyond Traditional CI/CD
Traditional CI/CD pipelines hit scaling limits. Learn how GitOps improves deployment reliability, security, and DORA metrics—and what it takes to migrate successfully.
Top 15 DevOps Trends to Watch in 2026
Launched in 2008, the audio streaming platform Spotify has more than 200 million active users worldwide. Initially, Spotify relied on a homegrown container orchestration system called Helios. In 2017, this became a bottleneck, and the IT team implemented Kubernetes, which increased speed while reducing costs. With Kubernetes, the Spotify backend team can develop new services […]
Why Traditional SLOs Are Failing at Hyperscale: Building Context-Aware Reliability Contracts
Discover how context-aware reliability contracts (CARC) redefine SLOs for hyperscale systems—optimizing uptime, reducing infrastructure spend by 33%, and aligning reliability with business value across user tiers, regions, and workloads.
Whose Ops is it Anyway? How IDPs, AI and Security are Evolving Developer Culture
It was only a few years ago that perhaps the biggest hurdle for DevOps advocates was convincing leadership that it was worth the investment. That conversation has since shifted. In most organisations today, the value of faster releases, tighter feedback loops, and closer collaboration between development and operations is obvious. The challenge is no longer […]
From Legacy to GitOps: A Roadmap for Enterprise Modernization
Learn how enterprises can modernize legacy infrastructure with GitOps. A roadmap for automation, governance, and resilience at scale.
Survey: Pace of Increased Adoption of GitOps Varies Widely
A survey of 660 software development professionals finds 93% have embraced GitOps as a methodology for building and deploying software, with 68% planning to increase usage. Conducted by Octopus Deploy, a provider of an automation platform for releasing software, the survey finds another quarter (25%) plan to retain their current usage compared to 7% that […]
Best of 2024: Configuration-as-Code: Trends and Predictions for 2024
CaC allows for a version-controlled, reproducible and automated method of managing environments, leading to more consistent and reliable systems.
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