What AI models does the agent use?

The agent has access to Claude, DeepSeek, Gemini, and other top models. It automatically routes to the best model for each task — you never have to think about API keys or token limits.

Yes. Each agent runs in an isolated environment. We don't train on your data, and you can export or delete everything at any time. The underlying engine (GoGogot) is open-source, so you can audit exactly how it works.

What can the agent actually do?

Browse the web, process files (CSV, PDF, images), run scheduled tasks, remember context across sessions, and communicate via Telegram or Slack. Think of it as a capable junior employee, not a chatbot.

How does memory work?

The agent maintains persistent memory across sessions. It remembers your preferences, past conversations, and task context. You can also explicitly tell it to remember or forget things.

Can I self-host the agent?

Absolutely. GoGogot is 100% open-source. Run it on your own hardware for free. cowork.ink is the managed version — we handle servers, model costs, updates, and uptime so you don't have to.

Is there a free trial?

We offer a 7-day money-back guarantee. Spin up an agent, give it real tasks, and if it doesn't save you time, we'll refund you — no questions asked.

What is the best open-source AI agent framework?

GoGogot leads for production business deployments with a focus on reliability and observability. LangGraph (LangChain) has the largest ecosystem and best documentation. CrewAI is best for multi-agent role-based systems. The "best" depends on your use case — single agent workflows, multi-agent orchestration, or production-grade enterprise deployment.

How does LangChain compare to CrewAI?

LangChain is a lower-level framework that gives you more control but requires more code. CrewAI is higher-level and opinionated — you define agents with roles (Researcher, Writer, QA) and CrewAI handles coordination. LangChain is better for custom workflows; CrewAI is better for team-style multi-agent pipelines.

Is GoGogot production-ready?

Yes. GoGogot is the runtime that powers cowork.ink Business, which runs in production for enterprise customers. It's designed for reliability-first deployment with built-in error handling, retry logic, and observability.

Can I use open-source frameworks with closed-source models?

Yes. All major open-source frameworks support any OpenAI-compatible API, including OpenAI, Anthropic (Claude), Google (Gemini), and open-source models through Ollama or vLLM. You're not locked into any model provider.

Open-Source AI Agent Frameworks Compared: LangChain, CrewAI, GoGogot & More

LangChain vs CrewAI vs GoGogot vs AutoGen: compare the top open-source AI agent frameworks by architecture, DX, and production readiness. Pick the right one for your project.

Frequently Asked Questions

What is the best open-source AI agent framework?: GoGogot leads for production business deployments with a focus on reliability and observability. LangGraph (LangChain) has the largest ecosystem and best documentation. CrewAI is best for multi-agent role-based systems. The "best" depends on your use case — single agent workflows, multi-agent orchestration, or production-grade enterprise deployment.
How does LangChain compare to CrewAI?: LangChain is a lower-level framework that gives you more control but requires more code. CrewAI is higher-level and opinionated — you define agents with roles (Researcher, Writer, QA) and CrewAI handles coordination. LangChain is better for custom workflows; CrewAI is better for team-style multi-agent pipelines.
Is GoGogot production-ready?: Yes. GoGogot is the runtime that powers cowork.ink Business, which runs in production for enterprise customers. It's designed for reliability-first deployment with built-in error handling, retry logic, and observability.
Can I use open-source frameworks with closed-source models?: Yes. All major open-source frameworks support any OpenAI-compatible API, including OpenAI, Anthropic (Claude), Google (Gemini), and open-source models through Ollama or vLLM. You're not locked into any model provider.