Managed Agent
Platform Index

Agents SDK · Agent Builder · Responses API

Framework and API-first rather than a single managed agent harness. Agents SDK covers orchestration patterns, tool use, tracing, and runtime; Agent Builder adds visual workflow building. Very important ecosystem — not a one-to-one hosted runtime equivalent in the Anthropic sense, but the tooling layer is comprehensive.

Gemini Enterprise Agent Platform · Vertex AI Agent Builder · ADK

Positioned for building, scaling, governing, and optimising agents in production. Agent Development Kit (ADK) handles build / debug / deploy. The agent platform specifically addresses the enterprise governance and optimisation layer beyond the model API. Strong build-scale-govern story.

Microsoft Foundry Agent Service · Microsoft Agent 365 · Agent Framework

Split across build and governance. Foundry Agent Service is a fully managed platform for building, deploying, and scaling agents. Agent 365 operates as an enterprise control plane — governing agents across an organisation rather than running them directly. Addresses two different buyer personas in one portfolio.

Amazon Bedrock Agents · Bedrock AgentCore

Bedrock Agents handles creating and configuring autonomous agents; AgentCore is the newer platform layer for building, deploying, and operating agents securely at scale. AWS docs now position AgentCore as the forward path. Two complementary layers: orchestration config (Agents) and runtime operations (AgentCore).

Mistral Agents · Vibe Code Web

API-level agents and tools. Vibe Code Web extends this to remote coding agents running in managed cloud sandboxes. Partial equivalent — meaningful infrastructure exists but not a general-purpose hosted agent harness at the same scope as top-tier platforms.

Tool use / function calling

Supports agentic workflows via tool use, multi-step reasoning, and citations. No direct managed-agent runtime equivalent found. Relevant for enterprise retrieval and RAG workflows where agentic patterns are secondary to document processing.

OCI Generative AI Agents · AI Agent Studio for Fusion Apps · Enterprise AI agents

OCI Generative AI Agents is described as a fully managed service. AI Agent Studio targets Fusion application-specific agents. Enterprise-app focused — the strongest fit is Oracle customers deploying agents within the ERP / CX stack rather than general-purpose agent deployment.

Vercel Agent · AI SDK · Agent Resources · AI Gateway · MCP

Significant agent infrastructure spread across multiple layers: AI SDK, Gateway, MCP, agent skills and resources, marketplace agents, and the Vercel Agent for development workflows. Not a single Claude Managed Agents-style general hosted runtime — more of a developer-infrastructure-for-AI platform. Relevant for web app deployment and AI app infrastructure use cases.

AI Agent node · AI Agent Tool node · Plan and Execute Agent

Workflow automation platform with agent nodes, tool support, approvals, and multi-agent orchestration patterns. Not a hyperscaler-style managed LLM agent runtime — it sits at the workflow coordination layer. Relevant for teams who want agentic behaviour inside existing automation infrastructure without switching to a model-provider runtime.