Vouch
Human review as an API: agents submit work, real reviewers return a consensus verdict.
I build the systems revenue and operations run on, and the AI inside them.
CoHost AI Studio Stricter quality gate on CoHost transcripts
Throughline Retry-queue backoff in Throughline
public 27 extracts on GitHub
based Dallas–Fort Worth · CT · remote/DFW hybridAug 2026
Recommended route for hiring managers
One shipped system. One applied-AI system. Then the public code.
Meter shows the billing path in production, about 19 months of it. CoHost shows the quality gates around applied AI. Vouch is the repository you can clone tonight.
Two skill stacks that don’t often overlap.
I keep walking into the same two conversations. The AI side wants someone who has already owned a CRM pipeline and a billing reconciliation. The operations side wants someone who has shipped an evaluated agent into production.
I sit between those lanes. Ten-plus years owning the systems that move work from a new lead to a paid invoice is the base layer: most recently as Head of Technology at Real News Public Relations, sole technical owner across six SaaS platforms and eight-plus production systems since 2018. Internal tools, applied AI, eval harnesses, and human review are the newer layer on top.
It’s my father’s company and I was the only engineer, so my title was whatever we wrote down. I’ve used Head of Technology because it describes the function. Judge the systems, not the org chart.
10+ yrs
Owning production systems across customer data, billing, reporting, and operations. Full history on hiring details.
202 accounts
One audit caught a billing bug before the next invoices went out. self-reported
3 systems
Featured on work, each written from the actual repository.
27 extracts
Public repositories you can clone tonight. The full list is on the proof ledger.
Selected systems
~19 mo in production billing a real MSP
202 accounts in one audit incident (self-reported)
20+ pipeline steps
11 quality metrics
The same studio also runs the live TV production automation I built: the operator stays on the live decision.
Public code
Most of this work was private until August 2026. I released the repositories one at a time. These three are the place to start.
27 public extracts on the proof ledger
Holdfast
An append-only decision ledger with a human publish gate, enforced inside Postgres by triggers, a hash chain, and unique indexes.
Reconciler
Finds billing discrepancies, proposes typed fixes, and requires a person to approve every invoice change.
Continue for more context Architecture writing and how I work
Architecture writing
How I work
Hiring for this kind of work?
Always glad to compare notes with people building applied-AI workflows, internal tools, and the business systems they run on. If you’re hiring for that work, email me. I read everything and reply within a day.
Senior IC · Dallas–Fort Worth · remote preferred or DFW hybrid