Verification loop
Reviewer role validates changes before promotion to release.
Role enforcement
Builder, Reviewer, Promoter separation of duties with no self-approval.
Budget guardrails
Token and cost caps enforced per workflow and tenant.
Audit receipts
Timestamped evidence for every action, prompt, and artifact.
Tenant isolation
Multi-tenant ready with data boundaries and scoped policies.
Policy controls
RBAC and ABAC policies for approvals, tools, and data access.
Integrations
AWS, GitHub, CI/CD, and ticketing systems for governed execution.
Observability
Logs, metrics, and traces across every run and role.
Model routing
Model-agnostic routing that respects policy and cost profiles.