Spec-Driven Development & Agentic Workflows

Systems & AI Automation

I build workflows that take manual business processes and run them automatically — creative, marketing, ops, anywhere a team is doing work a system should be doing. Spec-driven development on the build side, agentic n8n flows on the runtime. The team gets their hours back for the work that actually benefits from a human touch.

SDDn8nMCPAI Workflows

Spec-Driven Development

Kinetic Bridge — a multi-agent workflow with an architect, a builder, and a reviewer. Each agent owns one role; nothing ships without review. The methodology that built this site.

Agentic Workflows & n8n

n8n flows and custom API glue — workflows that run while the team sleeps. Lead routing, content publishing, the creative tasks nobody should be doing manually.

Vibedesign Ecosystem

A workflow that turns a brand book into a content pipeline. Set the style once; every downstream asset stays on-brand without a designer in the loop for each one.

Epistemic Grounding (MCP)

Connecting AI agents to live data, internal docs, and specialised tools via the Model Context Protocol. The agent makes decisions grounded in the current state of the business — not what it learned in training.

Fields