Writing
Notes from doing the work
AI automation, n8n workflows, social media marketing, and what it actually takes to build and ship software with AI tools instead of a CS degree. Written from experience, not from a content calendar.
What AI Automation Actually Means in a Small Business (Not Just Chatbots)
Automation is not a chatbot bolted onto your website. It is invoice routing, lead scoring, and reporting that runs unattended and does not break quietly.
Social MediaHow I Grew a Small Business Facebook Page by 500% Without an Agency
No agency retainer, no ad budget to start. Just consistent content, an audience data tool I built myself, and paying attention to what actually worked.
Technologyn8n vs Zapier vs Make: What I Learned Building Production Workflows
I have shipped real client automations on n8n. Here is where it genuinely wins over Zapier and Make, and where it does not.
AIPrompt, Context, Harness, and Loop Engineering: The Four Layers of Working With AI
Most people who say they "know AI" have only touched prompting. Here is what the other three layers actually mean, and why they matter more.
CareerWhy I Set Up QuickBooks AP/AR From Scratch With No Accounting Background
Nobody trained me to do this. Here is how I built a company's entire bookkeeping system under deadline anyway, and what it taught me about learning fast.
AutomationBuilding an Invoice Fraud Firewall With n8n and Gemini: A Case Study
A walkthrough of the automation that screens payment emails for vendor mismatches and IBAN fraud before money ever moves.
Social MediaThe Hidden Meta Ads Targeting Data Most Small-Business Marketers Never See
Ads Manager does not show you everything. Here is the audience data I had to go build a tool to surface myself.
TechnologyAI-Assisted Development: How I Built and Shipped Real Software Without a CS Degree
DAD LINK is a live e-commerce store, not a demo. Here is what it actually takes to ship something real with Claude Code instead of a computer science degree.
AIHuman-in-the-Loop: Why the Best AI Automations Still Need a Person in the Approval Chain
Full autonomy is not always the goal. Why I build approval gates into automations that handle money or client-facing decisions.
TechnologyFrom a Traffic-Sign Recognition Capstone to Production AI Agents: My Path Into Automation
My university capstone was a CNN that read road signs. Here is the line from that project to the automations I build for clients today.