Infrastructure that fixes itself.
Your team ships faster.
Warble Cloud combines autonomous incident response, cloud cost intelligence, and security posture scanning — all powered by LLM agents that act, not just alert.
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.
Four agents. One platform.
Each agent handles a domain end-to-end. Together, they turn reactive ops into proactive intelligence.
Reflexion Engine
Autonomous SRE agent that detects anomalies, diagnoses root cause, and executes remediation recipes — all before your on-call engineer reaches for their laptop.
- Multi-turn LLM loop: observe → hypothesise → act → verify
- Reflexion pattern: self-critique and retry until SLOs are green
- Blast-radius guardrails with one-click rollback
- Native K8s, Cloud Run, and bare-metal executor
FinOps Agent
Ask natural-language questions about your cloud spend and get grounded, tool-cited answers — with ranked remediation recommendations and ROI estimates backed by real billing data.
- Tool-calling loop: fetches live cost data, anomalies & incidents
- Week-over-week spike detection with warning / critical thresholds
- Debt P&L: waste → remediation → recovered savings tracking
- GCP Billing API connector · team attribution via CODEOWNERS
ShrikeOps Scanner
Continuous security scanning across your GitHub repositories and cloud configuration — surfaces vulnerabilities, misconfigurations, and dependency risks before they become incidents.
- GitHub App integration — scans every push and PR
- Cloud Run & GKE config drift detection
- Dependency CVE monitoring with severity scoring
- Feeds incident context back to Reflexion Engine
Reflexion Cockpit
The single pane of glass for your engineering organisation — incidents, cost attribution, security posture, and SLO health in one real-time dashboard. Powered by the agents beneath it.
- Real-time incident feed with AI-generated hypothesis cards
- FinOps dashboard: cost by team · top wasters · debt P&L
- SLO burn-rate tracking with proactive budget alerts
- Multi-tenant · Firebase SSO · role-based access
From alert to resolved in minutes
The Reflexion loop — detect, reason, act, verify — runs autonomously so your team can focus on building.
Ready to make your infra self-healing?
Join engineering teams that have cut MTTR by 4× and cloud waste by 68% in their first 30 days.