Throughline Connector Kit
The sanitized public kit behind Throughline: one four-method connector contract, the sync engine, sample CRM data, and tests.
I work forward-deployed, turning revenue and operations workflows into production systems.
~19 monthsMeter running in an MSP’s billing stack
202 accounts · 931 work itemsone reconciliation audit, self-reported
6 integrations · one contractThroughline across six production vendors
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 hybridSep 2026
Recommended route for hiring managers
One production system. One integration backbone. One applied-AI system.
Meter shows operator discovery through ongoing operations. Throughline shows the shared contract behind six integrations. CoHost shows measured AI gates before release.
Two skill stacks that don’t often overlap.
I keep walking into the same two conversations. The AI side needs someone who has already owned a CRM pipeline and billing reconciliation. The operations side needs evaluated AI with a review path and an operator who can stop it.
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.
I learned this work inside my father’s company, where I was the only engineer. Head of Technology describes the function: I owned the systems, incidents, releases, and handoffs myself.
10+ yrs
Owning production systems across customer data, billing, reporting, and operations. Full history on hiring details.
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
Start with the connector contract behind production integrations, then inspect the delivery and human-review boundaries. The rest stays in the proof ledger.
27 public extracts on the proof ledger
Shipwright
An agent that takes an approved GitHub issue and returns a tested, reviewable pull request.
Vouch
Human review as an API: agents submit work, real reviewers return a consensus verdict.
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