The second stage of AI SRE maturity is moving the agent off your machine and pointing it at real clusters — read-only, in shadow mode — then climbing a trust ladder toward carefully scoped action.
The first stage of AI SRE maturity is a laptop, a throwaway cluster, and zero production access. Here's how to set it up, and what to watch for.
SRE teams are about to feel even more pressure. GPU-heavy computing is breaking the assumptions today's clusters were built on, while enterprises are beginning to trust autonomous operations and cost pressure is pushing consolidation across the cloud-infrastructure stack. Based on these forces, here are my 2026 Kubernetes predictions as well as some best practice recommendations to help platform teams prepare for what reliable operations will mean next year.
The teams that learn to build and coordinate AI agent capabilities alongside human expertise will be the ones that thrive in the increasingly complex world of Cloud-Native infrastructure and recover faster when AI-driven incidents become more common.
While the term "guardrails" encompasses a wide range of protective measures, this post will first focus on the critical role of Kubernetes policies in enhancing security and compliance and how they streamline operational efficiency.
This blog post explores the strategic shift towards OSS by discussing the benefits and challenges it brings, as well as best practices to integrate and maintain open-source projects within enterprise environments.
In this talk, we'll take a look at why IDPs are gaining popularity, and Backstage has become the OSS tool of choice for building developer platforms.
We're excited to announce our integration with Cisco Full-Stack Observability (FSO). This collaboration marks a significant milestone in Kubernetes Continuous Reliability, bringing together the best of both worlds to redefine Kubernetes management.
Delve into practical examples demonstrating the application of CaC in Kubernetes and gain a hands-on understanding.
