3 posts tagged with "Control Plane"

Different infrastructure underneath. One foundation for the blueprint you choose.

Here is a small thing that still delights me. Take the kind cluster running on your laptop, run one command, and it shows up in the same console as a production cluster on EKS: same deploy pipeline, same add-ons, same cost view. Not a simulation of production. The same blueprint running on the same foundation.

I want to explain why we built it that way, because behind that small trick sits our entire argument about how infrastructure should work for startups and mid-size companies. It starts with giving Kubernetes credit for what it actually standardized, and being honest about what it never did.

Many startups begin with one application and a hosted deployment service. That is usually the right decision. The team can ship without first building networking, deployment automation, or an operations layer.

The requirements change as the company adds services, environments, enterprise customers, private networking, and infrastructure ownership. The team still needs a short path to production, but the applications now need to run in infrastructure the company controls.

AstroPulse gives growing engineering teams a repeatable path from code to production in infrastructure they control, without requiring them to build the platform themselves.

From code in the editor to a healthy application, with one platform reused across multiple services.

A personal note on where AI for operations is actually heading.

Over the past year a new category filled up fast. Depending on how you count, there are now more than a dozen credible tools that call themselves AI SREs. I have watched the space closely, partly because we are building in it, and partly because the speed of convergence is genuinely interesting.

Here is what nearly all of them do. They connect to your telemetry, your code, and your incident tooling. They correlate logs, metrics, and traces. When an alert fires, they form hypotheses, test them against the evidence, and post a likely root cause into Slack, often in under a minute. This is real progress. A few years ago none of it worked. Today most of it does.