I will build ai agent automation systems in n8n and crewai

CrewAI is a framework for building multi-agent AI systems where each agent has a defined role, memory, and tool access. CrewAI automation is ideal for complex tasks that need coordination — like research, writing, and publishing handled by separate specialized agents working together automatically.

Standard n8n workflows follow fixed steps. A CrewAI or n8n autonomous agent reasons through tasks, makes decisions, uses tools dynamically, and adapts to different inputs. Agent systems handle situations a basic automation would fail or get stuck on.

Both. As a crewai developer with production experience in OpenAI function calling and Claude tool use, I'll recommend the best model for your use case — or build with whichever you prefer.

Yes. I build with LangChain for agents that need persistent memory, custom tool chains, or retrieval-augmented generation. LangChain and CrewAI serve different use cases — I'll recommend the right framework after understanding your requirements.

Yes. I connect autonomous agent systems to existing Django, Node.js, or REST API backends. The agent becomes a module your app calls rather than a standalone tool — fully integrated into your stack.

Yes. Full code ownership on delivery with documentation so your team can maintain and extend the system. No black boxes — everything is explained and handed over cleanly.

A short description of the process you want automated, access to the tools involved (or test accounts), and any API keys needed. If you are not sure what is possible, message me and we will scope it together before you order.

es. Every delivery includes a handover walkthrough and documentation. My Premium package includes 30 days of support, and I offer ongoing maintenance as a gig extra, so you are never stuck with a system you cannot run.

I can build on your existing n8n instance (cloud or self-hosted) or set one up for you. You keep ownership of everything. I will tell you upfront exactly which subscriptions or API costs your automation needs before we start, so there are no surprise bills.

Yes. I build agents that work across WhatsApp, Slack, Telegram, email, and CRMs like HubSpot and Airtable, plus anything with an API. Tell me your stack and I will confirm the integration before you order.