Multi-agent
Supervisors, swarms and orchestration across many agents.
16 posts
CrewAI multi-agent framework: architecture and use
Learn how the CrewAI multi-agent framework works, how to build and test crews, and how to run production multi-agent systems.
Aug 5, 2026ArticleMulti-agent systems: architectures, frameworks, and real-world applications
Learn how multi-agent systems work, compare architectures and frameworks, and see how to build, debug, and evaluate multi-agent AI systems in production.
Jul 25, 2026ArticleAgent swarm: what it is, how it works, and how to build one
Learn what an agent swarm is, how multi-agent architectures work, and how to design, build, and observe production-ready agent swarms in TypeScript.
Jul 21, 2026ArticleAI agent orchestration: patterns, architecture, and implementation
Learn AI agent orchestration patterns, architecture, implementation steps, observability practices, risks, and framework choices for production systems.
Jul 17, 2026BlogMulti-agent orchestration and how it works
What multi-agent orchestration is, the five workflows Anthropic names, and Mastra code examples for each, with an interactive explainer.
Jun 22, 2026BlogWhat is the Agent2Agent (A2A) protocol? How AI agents delegate work
A2A is a shared standard for one agent to hand work to another on a remote server. This walks through its five-object data model, the agent card, the eight task states, the three ways to watch a task, how trust is decided before work is sent, and how Mastra implements both sides on the official @a2a-js/sdk.
Jun 2, 2026BlogIntroducing Agent Client Protocol Support for Mastra Agents
Delegate coding tasks to Claude Agent, Codex CLI, Cursor, or any ACP-compatible harness.
May 19, 2026BlogIntroducing Agent-to-Agent support for Mastra
Build cross-framework multi-agent systems with A2A-enabled agents.
Jan 1, 2026BlogBuild a research coordinator with supervisor agents
Build a research coordinator that orchestrates specialized agents to research topics and produce detailed reports.
Oct 10, 2025BlogThe evolution of AgentNetwork
We've unified multi-agent coordination under a new .network() primitive—read about our journey, the experiments, and how you can use it to orchestrate collaborative agents simply.
Sep 25, 2025BlogThe next evolution of Mastra streaming
We're making our new streaming architecture the default experience starting from `@mastra/core v0.19.0.`
Jul 25, 2025BlogNested streaming support in Mastra
Mastra's nested streaming support provides real-time visibility into agent and workflow execution, with comprehensive cost tracking and a unified messaging interfaces.
Jul 3, 2025BlogBeyond Workflows: Introducing Agent Network (vNext)
Agent Network (vNext) introduces intelligent AI orchestration that automatically routes and executes complex multi-agent tasks without predetermined workflows.
May 10, 2025BlogBuilding an Interactive Detective Game with Multi-Agent AI
How we built an interactive detective game using Mastra's agent system and Next.js.
Jan 28, 2025BlogMulti-Agent AI Travel Planning with Mastra
A demo using Mastra to show how multiple AI agents can work together to plan travel itineraries.
Jan 16, 2025BlogBuilding a NotebookLM clone with an agent orchestrator
A technical guide showing how to build a NotebookLM clone that transforms documents into AI-generated podcasts using Mastra's agent orchestration, Pgvector vector storage, and LlamaIndex for content processing.
