Automation That Runs Itself
Your repetitive work happens on schedule, and you can see which step failed.
Where this has already shipped.
30+ node pipeline, self hosted, runs unattended. Open any of the three to read how it was built.
Content Automation Pipeline
A 30+ node self-hosted n8n graph: sources in, script and voiceover and render in the middle, publishing out the other end.
Made-to-Measure Shopify Platform
Ten live Klaviyo flows replaced every default transactional email, mapped to real order and customer data.
Always-on email reactor
My own infrastructure: an hourly reactor reads inbound client mail, fixes the issue on a branch, and drafts the reply. Personal tooling, shown as capability rather than client deliverable.
n8n · Klaviyo · Playwright · launchd · Claude Code · Shopify CLI · Google Sheets
Build your brief.
Tick the parts that sound like your project. They collect in a bar at the bottom of the page, and one button turns them into an email to me. Nothing is sent until you press it.
A scheduled pipeline
Sources in, the work in the middle, results published out the other end, self-hosted and unattended.
See which step failed
Runs you can inspect step by step, so a failure shows up as a failure and not as a missing result.
Transactional email flows
Default store emails replaced by Klaviyo flows mapped to real order and customer data.
Long jobs handed off cleanly
Async render jobs waited on, the finished result passed to the next step, and every stage logged back to a database.
Repetitive browser work
Steps that live in a web interface, driven by Playwright and scheduled with launchd.
A cost check before a big run
Paid model calls measured on a small sample so the invoice is not the first time you learn the number.
What I already knew about your domain.
The traps specific to this kind of product, each one from work that shipped rather than from a reading list.
Think this is your problem?
Tell me what is happening in your own words. No brief needed, no spec. I will tell you within a day whether it is mine to solve, and roughly what it takes.