Form WR-06 · Writing register

Writing

Engineering notes on applied AI, workflow automation, human oversight, and evidence-driven SEO systems.

WR-0004

Building an AI SEO Strategist: Turning Scattered Data into Prioritized Actions

Article

Project · In progress

How I built an n8n workflow that connects four SEO evidence sources, handles incomplete data, and turns page-level findings into a focused Top 5 action plan.

n8n
Applied AI
SEO Analytics
Workflow Engineering

read article

WR-0001

Where AI Belongs in an Automated Workflow

Article

A practical way to divide language understanding, database access, and permissions when engineering an AI assistant.

AI engineering
Workflow automation
Security
Authorization

read article

WR-0002

Engineering Human Approval Into AI Workflows

Article

How to design approval steps that expose evidence, validate system state, and make consequential AI-assisted actions recoverable.

AI engineering
Human-in-the-loop
Workflow automation
Governance

read article

WR-0003

Designing an AI SEO Growth Intelligence System with GA4 and Search Console

Article

Project · In progress

The broader architecture behind AI SEO Strategist: a design exploration of daily analytics storage, transparent opportunity scoring, and constrained AI analysis.

GA4 Analytics
Search Console
AI SEO
Data Workflows

read article