All cases
Toolkit

Stack & tools

The tools behind every system above — from low-level logic to multi-agent pipeline orchestration and prompt engineering of top LLMs.

Orchestration & logic

n8n for visual pipelines. Python and Node.js for custom logic. JSON as the contract between nodes. LangGraph for multi-agent graphs and state.

LLMs & prompt engineering

Deep expertise in prompting top models: system roles, structured output, tool calls, RAG and generation-quality control.

Dev environment

Daily work in Claude Code, Roo Code and VS Code — agentic coding with a fast loop from idea to production.

Gallery

An n8n automation graph
A real n8n pipeline — dozens of nodes from generation to publishing.

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