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 |
|---|---|---|---|---|
| DSPy Stanford NLP · programmatic_optimizer |
programmatic_prompt_workflow_optimization |
declarative_signaturesmiprov2_optimizerrag_context_assemblyevaluation_compiler | A1 · MIT |
self_hosted, cpu_edge |
| TextGrad zou-group · programmatic_optimizer |
programmatic_prompt_workflow_optimization |
textual_backpropcompound_ai_tuning | A2 · MIT |
self_hosted |
| Comet Opik Agent Optimizer Comet · programmatic_optimizer |
programmatic_prompt_workflow_optimization |
meta_prompt_evolutionmipro_eval_loops | A2 · Apache-2.0 |
self_hosted, cloud_api |