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 |
|---|---|---|---|---|
| Ragas Exploding Gradients · evaluation_harness |
evaluation_and_regression_testing |
rag_faithfulness_recallagent_goal_accuracysynthetic_testsets | A1 · Apache-2.0 |
cpu_edge, self_hosted |
| Promptfoo Promptfoo · evaluation_harness |
evaluation_and_regression_testing |
ci_matrix_regressionadversarial_redteamdeterministic_assertions | A1 · MIT |
cpu_edge, self_hosted |
| TruLens Snowflake / TruEra · evaluation_harness |
evaluation_and_regression_testing |
rag_triad_feedbackotel_eval_spans | A1 · MIT |
self_hosted, cloud_api |
| UK AISI Inspect UK AI Security Institute · evaluation_harness |
evaluation_and_regression_testing |
sandboxed_agent_evalsreproducible_task_logscapability_cliffs | A1 · MIT |
self_hosted |
| DeepEval Confident AI · evaluation_harness |
evaluation_and_regression_testing |
pytest_llm_assertionsdag_g_eval_metrics | A1 · Apache-2.0 |
cpu_edge, self_hosted |
| EleutherAI lm-evaluation-harness EleutherAI · evaluation_harness |
evaluation_and_regression_testing |
reproducible_fewshot_benchmarksloglikelihood_exact | A1 · MIT |
self_hosted, cpu_edge |