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Skyflo – Self-Hosted AI Control Layer for Kubernetes and CI/CD (Jenkins)

Self-Hosted AI Control Layer for Kubernetes & CI/CD

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Skyflo is an AI operations agent for Kubernetes and CI/CD with native Jenkins support.

It converts natural language intent into typed, auditable tool execution inside your cluster.

Production changes require approval and are verified against original intent.

Quick Start

Install Skyflo inside your Kubernetes cluster:

curl -fsSL https://skyflo.ai/install.sh | bash

See the full installation guide.

Supported Tools

Skyflo currently integrates with: Kubernetes, Helm, Argo Rollouts, and Jenkins.

See the custom MCP Server for details.

Execution Model

Skyflo enforces a deterministic control loop on every task:

Plan → Execute → Diagnose → Propose → Apply → Verify

  • Diagnosis grounded in tool-returned evidence with confidence scoring
  • Structured reasoning integrated into the agentic loop
  • All mutating operations require approval enforced by the Engine
  • Full audit trail persistence

Architecture

Skyflo consists of three primary components:

  • Engine: FastAPI + LangGraph workflow enforcing deterministic execution and approval gating
  • MCP Server: Typed tool interface for Kubernetes, Helm, Argo Rollouts, and Jenkins
  • Command Center: Real-time UI with SSE streaming, reasoning visibility, and approval controls

See the architecture guide for details.

Contributing

See CONTRIBUTING.md.

License

Apache 2.0. See LICENSE.

Connect

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