KudashAI: Sovereign
Agentic Operations
AI-native multi-cluster Kubernetes console with Plan-Execute-Verify agent and local LLM support for privacy-first enterprise cluster operations.
Plan-Execute-Verify
KudashAI operates as a virtual SRE. Every cluster mutation follows a controlled three-phase workflow that keeps the operator in command.
Plan
Describe a task in plain text. The AI drafts a clear execution plan listing every Kubernetes mutation it intends to perform.
Execute
The plan is presented in the interface. No mutations occur until the operator clicks the confirmation button, maintaining full control.
Verify
Once authorized, the AI executes API calls, reads updated pod statuses, and reports the outcome with full audit detail.
Technical Sovereignty
High-performance infrastructure meets intelligent automation. KudashAI is built for the stringent requirements of global enterprise.
Privacy-First Local LLM
Fully compatible with local LLM runtimes including Ollama and LMStudio. Run AI models on-premise without sending cluster data to external APIs.
Cloud Integrations
Support for OpenAI, Anthropic, Gemini, DeepSeek, AWS Bedrock, and OpenRouter when cloud-hosted inference is preferred.
Cross-Platform Native
Native desktop application compiled via Wails (Go + Webview) with built-in auto-updaters for macOS, Linux, and Windows.
One-Click Tunneling
Securely connect local ports directly to in-cluster Kubernetes services with a single action from the console interface.
Embedded Terminal
Monaco YAML editor and xterm.js-based WebSocket terminals to execute container commands directly from the dashboard.
Enterprise Stack
Clean Radix UI and Tailwind CSS dashboard paired with a performant Go backend API server.
Real-World Kubernetes Insights
Get deep, real-world visibility into your workloads. View logs, execute pod commands via secure shell terminals, inspect YAML resources, and execute complex agentic operations.
Unified Cluster & Pod Details
View live statuses, labels, annotations, events, and container configurations for any Kubernetes resource kind across multiple clusters and namespaces.
Embedded Shell Terminals & Logs
Directly shell into running containers and monitor live logs securely. Execute diagnostic commands with ease without needing kubectl locally.
Manage Kubernetes with AI Precision
KudashAI brings high-density data visualization and agentic automation together. Read the documentation or explore the underlying host OS with Vapor.