Agentic AI Atlas

IV.

Edge detail

composed_of

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composed_of ledger

an agent product/version is composed of stack-layer implementations; a stack profile is composed of languages/frameworks/tools (alias of composes for ergonomics)

Pairs · 1,555Cardinality · 1:N

from	to	to kind
stack-profile:stream-processing	language:protobuf	Language
stack-profile:stream-processing	tool:prometheus	Tool
stack-profile:stream-processing	tool:grafana	Tool
stack-profile:stream-processing	tool:kubernetes	Tool
stack-profile:stream-processing	tool:docker	Tool
stack-profile:feature-store-mlops	tool:feast	Tool
stack-profile:feature-store-mlops	tool:mlflow	Tool
stack-profile:feature-store-mlops	tool:bentoml	Tool
stack-profile:feature-store-mlops	tool:kubernetes	Tool
stack-profile:feature-store-mlops	tool:prometheus	Tool
stack-profile:feature-store-mlops	language:python	Language
stack-profile:feature-store-mlops	tool:docker	Tool
stack-profile:feature-store-mlops	library:redis	Library
stack-profile:llm-fine-tuning	library:pytorch	Library
stack-profile:llm-fine-tuning	library:hf-transformers	Library
stack-profile:llm-fine-tuning	tool:vllm	Tool
stack-profile:llm-fine-tuning	language:python	Language
stack-profile:llm-fine-tuning	tool:huggingface	Tool
stack-profile:llm-fine-tuning	tool:docker	Tool
stack-profile:llm-fine-tuning	tool:kubernetes	Tool
stack-profile:multi-agent-orchestration	framework:langgraph	Framework
stack-profile:multi-agent-orchestration	framework:crewai	Framework
stack-profile:multi-agent-orchestration	framework:fastapi	Framework
stack-profile:multi-agent-orchestration	language:python	Language
stack-profile:multi-agent-orchestration	library:redis	Library
stack-profile:multi-agent-orchestration	library:sqlalchemy	Library
stack-profile:multi-agent-orchestration	tool:docker	Tool
stack-profile:agentic-rag	library:llama-index	Library
stack-profile:agentic-rag	tool:chromadb	Tool
stack-profile:agentic-rag	framework:langchain	Framework
stack-profile:agentic-rag	framework:fastapi	Framework
stack-profile:agentic-rag	framework:react	Framework
stack-profile:agentic-rag	language:python	Language
stack-profile:agentic-rag	language:typescript	Language
stack-profile:agentic-rag	tool:docker	Tool
stack-profile:coding-agent-platform	language:typescript	Language
stack-profile:coding-agent-platform	language:bash	Language
stack-profile:coding-agent-platform	tool:docker	Tool
stack-profile:coding-agent-platform	tool:gh-cli	Tool
stack-profile:coding-agent-platform	tool:github-actions	Tool
stack-profile:coding-agent-platform	tool:npm	Tool
stack-profile:coding-agent-platform	tool:vscode	Tool
stack-profile:voice-ai-agent	framework:fastapi	Framework
stack-profile:voice-ai-agent	framework:react	Framework
stack-profile:voice-ai-agent	language:python	Language
stack-profile:voice-ai-agent	language:typescript	Language
stack-profile:voice-ai-agent	library:websockets	Library
stack-profile:voice-ai-agent	tool:docker	Tool
stack-profile:voice-ai-agent	library:uvicorn	Library
stack-profile:edge-ai-iot	library:tensorflow	Library
stack-profile:edge-ai-iot	language:rust	Language
stack-profile:edge-ai-iot	tool:grafana	Tool
stack-profile:edge-ai-iot	language:python	Language
stack-profile:edge-ai-iot	language:c	Language
stack-profile:edge-ai-iot	tool:docker	Tool
stack-profile:edge-ai-iot	tool:mosquitto	Tool
stack-profile:kubernetes-platform-engineering	tool:kubernetes	Tool
stack-profile:kubernetes-platform-engineering	tool:helm	Tool
stack-profile:kubernetes-platform-engineering	tool:argocd	Tool
stack-profile:kubernetes-platform-engineering	tool:terraform	Tool
stack-profile:kubernetes-platform-engineering	tool:backstage	Tool
stack-profile:kubernetes-platform-engineering	language:go	Language
stack-profile:kubernetes-platform-engineering	language:yaml	Language
stack-profile:kubernetes-platform-engineering	language:hcl	Language
stack-profile:kubernetes-platform-engineering	tool:docker	Tool
stack-profile:observability-stack	tool:opentelemetry	Tool
stack-profile:observability-stack	tool:prometheus	Tool
stack-profile:observability-stack	tool:grafana	Tool
stack-profile:observability-stack	tool:loki	Tool
stack-profile:observability-stack	tool:tempo	Tool
stack-profile:observability-stack	language:go	Language
stack-profile:observability-stack	tool:kubernetes	Tool
stack-profile:observability-stack	tool:docker	Tool
stack-profile:security-operations	tool:trivy	Tool
stack-profile:security-operations	tool:falco	Tool
stack-profile:security-operations	tool:opa	Tool
stack-profile:security-operations	tool:vault	Tool
stack-profile:security-operations	tool:snyk	Tool
stack-profile:security-operations	language:go	Language
stack-profile:security-operations	language:python	Language
stack-profile:security-operations	tool:kubernetes	Tool
stack-profile:security-operations	tool:docker	Tool
stack-profile:ecommerce-nextjs	framework:nextjs	Framework
stack-profile:ecommerce-nextjs	tool:stripe	Tool
stack-profile:ecommerce-nextjs	tool:shopify	Tool
stack-profile:ecommerce-nextjs	language:typescript	Language
stack-profile:ecommerce-nextjs	library:redis	Library
stack-profile:ecommerce-nextjs	library:prisma	Library
stack-profile:ecommerce-nextjs	library:tailwindcss	Library
stack-profile:ecommerce-nextjs	tool:docker	Tool
stack-profile:developer-portal	tool:backstage	Tool
stack-profile:developer-portal	tool:gh-cli	Tool
stack-profile:developer-portal	tool:swagger-editor	Tool
stack-profile:developer-portal	language:typescript	Language
stack-profile:developer-portal	language:yaml	Language
stack-profile:developer-portal	tool:docker	Tool
stack-profile:developer-portal	tool:github-actions	Tool
stack-profile:monorepo-fullstack	framework:nextjs	Framework
stack-profile:monorepo-fullstack	framework:nestjs	Framework
stack-profile:monorepo-fullstack	library:prisma	Library