01
Metadata & Relationships
// topology you designed → structured data AI operates on
components
links
sub-components
attributes
cross-stack
›
AI
full stack awareness
02
MCP & Permission Governance
// draw link → tools appear · remove link → tools disappear
observability tools
database tools
messaging tools
deployment tools
write-access gating
›
AI
governed per layer
03
Restricted to Framework
// no kubectl · no raw access · typed tools only
validated templates
typed parameters
JSON-RPC protocol
scoped credentials
no hallucinations
›
AI
error-proof ops
04
Log · Version · Rollback
// every action audited · every state versioned · every change reversible
JSON-RPC audit trail
unified stack versions
full-stack rollback
Prometheus + Loki
zero risk
›
AI
safe in production