Self-hosted Rust runtime for private, self-learning AI agents. AgentArk is a secure, self-hosted runtime for AI agents that learn from experience and defend their operating boundaries. Build with prompts, tools, and integrations, then deploy as apps, automations, watchers, or chat. Unlike stateless wrappers, AgentArk remembers outcomes, reflects on corrections, and proposes improvements while sandboxing execution, blocking unsafe actions, escalating risk for approval, and keeping every action traceable and under your control. Your AI. Your data. Your ark. Reviewable self-learning: AgentArk learns from accepted work, corrections, repeated workflows, and live tool outcomes, then proposes improvements to memory, prompts, routing, classifiers, and context-saving profiles. Demo:

AgentArk

Personal AI Assistant, secure first, self learning

Personal AI Assistant, secure first, self learning