AgenticBook

Build High-Performance Multi-Agent Systems

skills.google

Six-activity GEAR path for coordinating agents with ADK, connecting tools through MCP, automating workflows with A2A, and deploying through Agent Runtime. Hands-on access uses Google Skills credits; no-cost access is eligibility-dependent.

GoogleGoogle SkillsOfficialGEARADKMulti-AgentMCPA2ALearning Credits

More in Agent Core & Orchestration

Llama AgentsFrameworks & Orchestration Libraries

Multi-agent framework built on LlamaIndex for building production agentic pipelines. Implements a message-queue architecture with service discovery and a control plane for coordinating agents. Enables both local development and cloud deployment.

PythonLlamaIndexProduction
TemporalWorkflow & State Management

Durable execution platform for long-running, fault-tolerant workflows. Agents built on Temporal survive process crashes, network failures, and server restarts — state is automatically persisted and replayed, making it production-grade infrastructure for complex multi-step agents.

GoTypeScriptDurable
AgencyMicro-Agent & Lightweight Libs

Minimal Go library for building message-passing agent systems with clean abstractions. Designed for developers who want full control over agent logic without opinionated orchestration overhead — ideal for embedding into existing Go services.

GoLightweightMinimal
AgnoFrameworks & Orchestration Libraries

Lightweight, high-performance agent framework formerly known as Phidata. Agents are pure Python classes with built-in memory, knowledge, tools, and reasoning. Supports multimodal agents and ships with a monitoring UI out of the box.

PythonLightweightMultimodal
CrewAIMulti-Agent Frameworks

Role-playing multi-agent framework where agents take on specialized roles (researcher, writer, engineer) and collaborate toward a shared goal. Supports both sequential and hierarchical process flows with human-in-the-loop checkpoints.

PythonOpen-SourceMulti-Agent
RestateWorkflow & State Management

Durable execution engine for building resilient, serverless workflows and agents. Handles retries, state persistence, and long-running workflows natively. First-class support for building AI agent workflows with predictable recovery.

TypeScriptGoDurable