Automation / AI / Tools
Automation / Experiments
Practical automation with agents, MCP, n8n, and connected developer tools.
Conceptual image. Not a product screenshot.
The work
Automation is most useful when it removes a real point of friction. I work with agents, MCP integrations, n8n workflows, AI-assisted systems, and developer tooling to test useful ways of connecting work across tools.
01 / The question
Which repeated tasks can become quieter, faster, and more reliable?
02 / The approach
The work explores agent-based tasks, Model Context Protocol connections, n8n orchestration, and focused integrations, with people kept in control of consequential decisions.
Guiding ideas
01Start with a real workflow
02Keep people in control
03Favor useful experiments
Areas in focus
01AI agents
02MCP integrations
03n8n workflows
04Developer tools