Plumber
Before tech, I was a plumber. Not a metaphor — actual plumbing.
Every system has a logic. Follow the flow.

Building in public
Go-to-market engineer, now founder. Plumber for 10 years before that.
I build my GTM engine in public. Campaigns, content, and the agents that run them live in one codebase you can read. Take what works.
Steal my files
23 real files from my GTM agent stack. Voice DNA, anti-slop, the Reddit system. Browse them, download them, use them.
The path
Read the full arc →Before tech, I was a plumber. Not a metaphor — actual plumbing.
Every system has a logic. Follow the flow.
SDR years. Manual buying committees, primary-domain sends, the grind that taught me what to automate.
Volume is a teacher. Rejection is data.
I stopped working inside the systems and started building them.
You can’t engineer what you don’t understand.
Now I’m building Clearbox. The system became the product.
Build the tool you wish existed.
Start here
Now live
See your market. Move first.
Reddit growth playbook
200+ entries
Wikis, how-tos, context engineering, GEO, guides — everything in one place.
open source · the git log
The stars, the commit trail, and the one thing I won't claim.
Writing
Read the blog →gtm engineering · Aug 26, 2026
Paste one URL into Claude, Codex, or Cursor and it comes back knowing which Reddit threads are buyers, which are competitors, and how to reply without sounding like a bot. I wanted that connection to be an MCP server. Lila shipped it as a URL. Here is what the decision gives a GTM engineer: the one line, the four workflows, and the engine that scores every thread first.
Read →gtm engineering · Jul 29, 2026
The episode does not exist on YouTube yet. The distribution machine for it has been running for a week: a word-timestamped transcript, 17 clips, 33 Buffer API drafts, a Notion posting board, and the long-form layer you are reading.
Read →ships · Jul 21, 2026
Stay human where it counts, automate the research off it, and turn the signal into pipeline. The open skills, the outputs, and the plays that depend on your company.
Read →What Clearbox is
Open the full Clearbox ↗Signal-based market intelligence. Pick a mode — lead, competitor, or engager — and Clearbox scores the conversations worth showing up in. See it live ↗
// pick a mode
Aura
Buyers signaling intent to solve a problem in your category.
// how lead mode runs
Currently learning
See the craft log →Building in public · blog · substack · reddit
See all →