Your OWN Cloud and AI Tooling.
Zero lock-in. Total autonomy.
Starling-EX and Frakma-X in your cluster. Reflexion agents that actually think. The complete Living Flock — running on your infrastructure, under your control.
This is the macro view. From here you step into the real superpowers: live agent debates, the Reflexion cockpit, Knowledge Graph, and production-grade tooling you own.
Real-time coherence across production
Revamp your cloud and AI journey
Two flagship products designed for the next era of infrastructure — one-click deployment and production-grade MLOps.
Deploy and manage your Kubernetes clusters + AIML workloads in one click. Production-ready infrastructure for the modern AI era — zero friction, full control.
Real reproducibility. Real governance. Zero drama. The GitOps-Native MLOps platform built for serious Kubernetes teams running AI workloads at scale.
Your Living Agent Flock
Specialized autonomous agents running on your infrastructure. This is what full superpowers look like when you own the stack.
SteadyHelm
Kubernetes operations & autonomous healing. Watches your clusters and takes safe, gated actions.
FinOps Agent
Continuous cost reasoning. Finds waste, proposes rightsizing, and opens Terraform PRs you can trust.
Scaling Agent
Predictive auto-scaling with SLO awareness. Never over- or under-provision again.
Security Agent
Policy enforcement, vulnerability scanning, and drift detection — always on.
The Reflexion Loop
The only system that argues with itself before touching production. Actor proposes. Critic challenges. The loop continues until the action is safe.
This is the heart of Warble — multiple models debating in real time to deliver high-confidence, low-risk outcomes.
Go deeper into the Reflexion EngineFull MLOps & Agent Capabilities
Production-grade tools built for real clusters running serious AI workloads.
Real results from real teams
Be part of the teams rethinking their tooling.
Get early access to new Reflexion patterns, ownership playbooks, and stories from teams running their own stack — in their own environment.
No spam. Just the good stuff about owning your infrastructure.
Ready to stop renting and start owning?
Enter the full Living Flock experience — running in your environment.