17-Facet AI & Agentic Capability Catalog
Separates model providers, weights, repositories, CPU/cloud runtimes, time-series foundation models, 3D/multimodal models, agent SDKs vs orchestrators vs managed services, 7-stage RAG, DSPy optimizers, MCP + A2A protocols, guardrails, tracing vs evaluation, memory policies vs vector/SQL substrates, and durable execution.
All 17 Facets (187) agent_development_orchestration ai_security_and_guardrails automation_ipaas_dag_durable embeddings_and_rerankers evaluation_and_regression_testing llm_frontier_cloud llm_open_weights_cloud memory_behavior_policies multimodal_vision_audio_3d observability_tracing_monitoring programmatic_prompt_workflow_optimization protocols_mcp_and_a2a rag_context_pipeline slm_cpu_edge_quantized team_simulation_provenance timeseries_foundation_models vector_and_transactional_storage
| Component & Publisher | Primary Facet | Capability Tags | Blast & SPDX | Deployment Modes |
|---|---|---|---|---|
| Langfuse Langfuse · tracing_gateway |
observability_tracing_monitoring |
otel_tracesprompt_versioningcost_accounting | A1 · MIT |
self_hosted, cloud_api |
| LangSmith LangChain · tracing_gateway |
observability_tracing_monitoring |
run_tree_debuggingonline_evaluators | A1 · Proprietary |
cloud_api, vpc |
| Arize Phoenix Arize AI · tracing_gateway |
observability_tracing_monitoring |
openinference_otelembedding_drift_umapevaluation_harness | A1 · ELv2 |
cpu_edge, self_hosted |
| Weights & Biases Weave Weights & Biases · tracing_gateway |
observability_tracing_monitoring |
op_versioningexperiment_leaderboards | A1 · Apache-2.0 |
cloud_api, vpc |
| Helicone Helicone · tracing_gateway |
observability_tracing_monitoring |
proxy_cachingrate_limitingtoken_finops | A1 · Apache-2.0 |
cloud_api, self_hosted |
| Traceloop OpenLLMetry Traceloop · tracing_gateway |
observability_tracing_monitoring |
pure_opentelemetry_semconvzero_vendor_lockin | A1 · Apache-2.0 |
cpu_edge, self_hosted |
| LiteLLM Proxy & Spend Ledger BerriAI · tracing_gateway |
observability_tracing_monitoring |
100_provider_gatewaybudget_caps_fallbacks | B1 · MIT |
self_hosted, cloud_api |