Dali Cloud Agent
Architecture
Agentic control plane using Model Context Protocol. Autonomous infrastructure management with L4 autonomy—human-on-the-loop reasoning.
Agentic Orchestration
Agent Architecture
Model Context Protocol (MCP)
Standardized reasoning interface that enables agents to understand architectural diagrams, documentation, and infrastructure intent. MCP provides a common language for agent-to-agent and agent-to-system communication across multi-cloud environments.
- •Standardized reasoning primitives
- •Context-aware decision making
- •Multi-agent coordination
L4 Autonomous Agents
Human-on-the-loop rather than human-in-the-loop. Agents maintain continuous awareness across multi-region, multi-cloud infrastructure. They monitor, reason, plan, and execute remediation strategies autonomously, escalating only for policy-critical decisions.
- •Continuous monitoring & anomaly detection
- •Autonomous root cause analysis
- •Self-healing remediation execution
Multi-Cloud Infrastructure Control
Unified control plane spanning AWS, Azure, GCP, and on-premise environments. Agents understand architectural intent from documentation, detect configuration drift, and autonomously plan remediation strategies using Terraform and Kubernetes APIs.
Technology Stack
Kubernetes
Container orchestration
Terraform
Infrastructure as code
Rust
High-performance runtime
LangGraph
Agent workflows
MCP
Model Context Protocol
Claude API
Agent reasoning
Prometheus
Metrics & monitoring
Grafana
Visualization