All work
n8n + Make · ongoing

Automation Lab

  • Automation
  • AI-assisted
[SCREENSHOT · automation-lab]

Small automated workflows that move information between tools — like posting news digests or matching up payments — so nobody has to copy and paste.

the result →Hours of repetitive work handled automatically.
cat README.md

The problem

[Describe the situation before, in plain English.]

What I built

[Walk through the solution. Keep it readable for non-developers; put deep technical detail in a later section.]

How AI helped

AI nodes as structured JSON-output steps: predictable and testable.

The result

Hours of repetitive work handled automatically. [Replace or add a real number if you have one.]

cat stack.txt

Under the hood

  • trigger / webhook
  • ai node → json
  • transform
  • discord · email · ledger
  • Self-hosted n8n on Docker with a structured roadmap of builds
  • Error handling, an RSS-to-Discord digest, payment reconciliation flows
  • Make-based enrollment workflows and a webhook filter fix for an education client
  • n8n
  • docker
  • make
  • webhooks