A short note · September

Enterprise software, built peacefully.

We joined the Linux Foundation and the Agentic AI Foundation as a Silver member. That is a membership, not a product badge.

WarbleCloud LLC in the United States and ChirpStack LLP in India build lean tools for people who run Kubernetes. The work we care about is ordinary and hard: detect drift, shorten an outage, keep a model call inside the cluster, and leave an audit trail someone can read at 3 a.m.

The public site is still coming together. Until it is ready, this page is the announcement.

Announcement card: WarbleCloud is a Linux Foundation Silver Partner and AAIF Silver Partner. — The card we sent around. Silver means we pay dues and show up. It does not certify the software.

What we are shipping

SteadyHelm — GitOps drift detection and auto-remediation when a cluster leaves the desired state.
ShrikeOps — agentic runbooks aimed at faster MTTR, with a human still in the loop.
Starling MCP — a way for language models to talk to Kubernetes through MCP, not a private sidecar protocol.
Reflexion — real-time FinOps for AI workloads, so spend is visible while the job is still running.

The line we use internally is simple: self-aware, self-healing, audit-ready. The numbers on the card — faster restore, lower cost, full trail, days not months to a first useful install — are targets we measure against, not a guarantee on this page.

Faster restoreWe design for a much shorter MTTR on the paths we own.

Lower spendFinOps in the loop, not a slide after the invoice.

Audit trailEvery change should be reconstructable.

Days to usefulA first install should not take a quarter.

If you want a single email when the site opens, leave an address. No drip sequence.