Welcome to the AgenticGoKit organization — the home of Go-native tools and frameworks for building high-performance, production-grade multi-agent AI systems with complete lifecycle management.
AgenticGoKit is a comprehensive Go ecosystem for building multi-agent AI systems that combine intelligent agents, memory systems, and dynamic tool integrations — all optimized for speed, reliability, and production deployment.
It's designed for developers who want the efficiency of Go, the flexibility of modern AI orchestration, and the robustness required for enterprise-scale systems — from development to deployment.
The AgenticGoKit organization provides an end-to-end solution for agentic AI development:
Build → Manage → Deploy → Scale
- AI Framework — Core multi-agent orchestration with memory, RAG, and tool integration
- Development Tools — CLI scaffolding, templates, and workflow builders
- Lifecycle Management — Configuration, monitoring, and operational tooling
- Distribution & Deployment — Single-binary packaging and production-ready infrastructure
We believe AI orchestration should be fast, reliable, and type-safe — with professional tooling for the entire development lifecycle.
| Project | Description |
|---|---|
| AgenticGoKit | Core framework for building multi-agent systems in Go. |
| agk | Command-line toolkit for building, scaffolding, and tracing AI agents and workflows. |
| agk-templates | Official template registry for agent workflows, integrations, and production patterns. |
| agentic-examples | Example agent workflows, demos, and production-ready templates. |
| (Coming Soon) agk-studio | Low-code/no-code platform for developing agentic workflows. |
New repositories will be added as the ecosystem expands.
- Type Safety — Compile-time checks prevent runtime surprises
- Native Concurrency — Goroutines enable true parallel execution
- Single Binary Deployments — No Python dependency issues
- Production Ready — Error handling, retry logic, observability hooks
- Template-Driven — Rapid scaffolding with vetted patterns from agk-templates
- Multi-Agent Focus — Orchestrate agents collaboratively or sequentially
- Memory & RAG — Built-in vector databases and retrieval capabilities
- Dynamic Tooling — MCP protocol support for runtime tool discovery
- Configuration-Driven — TOML-based, environment-friendly setup
- Full Lifecycle Support — From prototype to production with integrated tooling
- Research Assistants – Multi-agent research pipelines with search and synthesis
- Conversational Systems – Chat agents with persistent memory and context awareness
- Data Processing Pipelines – Sequential or collaborative workflows with monitoring and error handling
- Knowledge Bases – RAG-powered Q&A systems using document ingestion and vector search
- Custom Integrations – Use agk-templates to bootstrap domain-specific agents rapidly
┌─────────────┐ ┌──────────────┐ ┌─────────────┐ ┌──────────────┐
│ Develop │ → │ Configure │ → │ Deploy │ → │ Monitor │
│ │ │ │ │ │ │ │
│ • agk init │ │ • TOML files │ │ • Binary │ │ • Tracing │
│ • Templates │ │ • Env vars │ │ • Container │ │ • Metrics │
│ • Framework │ │ • Validation │ │ • K8s ready │ │ • Debugging │
└─────────────┘ └──────────────┘ └─────────────┘ └──────────────┘
We welcome contributions and ideas from the community:
- Report issues or suggest features on the core repo
- Submit templates to agk-templates
- Participate in discussions and share your builds Discord
- Contribute code, documentation, or integrations — see our CONTRIBUTING.md
- Website: https://agenticgokit.com
- Core Repository: AgenticGoKit/AgenticGoKit
- License: Apache 2.0
From prototype to production — one framework, complete lifecycle.
