{"id":"rootflo-wavefront","name":"wavefront","af_score":36.0,"security_score":58.8,"reliability_score":21.2,"what_it_does":"Wavefront is an open-source enterprise AI middleware platform for building production-ready AI applications: it provides a unified API layer for agents/workflows, connectors to data and LLMs/SLMs, authentication/authorization (incl. SSO), and observability/monitoring/evaluation for agent and workflow execution.","best_when":"You want to self-host/operate enterprise-grade AI workflow middleware with SSO/RBAC and observability, and you can invest time validating beta APIs and connectors.","avoid_when":"You need strict stability guarantees (GA-only) or fully documented REST API specs/error contracts in the materials provided.","last_evaluated":"2026-03-30T13:37:53.824055+00:00","has_mcp":false,"has_api":false,"auth_methods":["Google Auth","Microsoft AD/Entra (SSO)","Role-based access control (RBAC) as part of authorization"],"has_free_tier":false,"known_gotchas":["Beta status: APIs may change without notice.","“CLI coming soon” and some components/features are listed as unimplemented/coming soon; agent automation may encounter missing endpoints/tools.","No explicit REST/OpenAPI contracts or agent error/retry conventions are documented in the provided README content."],"error_quality":0.0}