Design draft — Broadsheet. Optimizes for editorial trust: gives the words room to carry the argument. Content is provisional (interview quotes) — final copy is thread T6's.

Chris Dwan

I help engineering teams ship real software with AI agents.

“I moved complexity so that humans didn't have to wrestle with it. It was just handled by the system.”

— Chris Dwan, interview, 2026-08-07

In brief

Chime — On-call automation, three-month project

Cut on-call from often more than 40 hours a week down to a couple of hours of verification a week, after cataloguing failure types and automating the correction.

Chris's account, 2026-08-07 interview — not an audited figure.

Patient Wisdom — Lead developer, with co-founder Nate Perry-Thistle

Took a two-developer prototype to market-ready in about two months, and built the team alongside it.

Chris's account.

capybara_narrative — Open source, 2020–2025

A small language that hides brittle XPath mappings behind readable page descriptions, so end-to-end tests stopped being flaky.

Verified public repo — github.com/radixhound/capybara_narrative.

Early career — First developer job, Unix/SAP integration

Designed a DSL so one mapping file could merge several flat-file sources into a single clean input, instead of hand-built code per source.

Chris's account.

From the notebook

Nothing published yet. The first piece is fully specified — thread T10 — and lands separately from this design pass.

How I work

“I'm not a manager so much as a leader.”

“All the work had to pass through the collective mind of the team.”

The Agentic Acceleration Assessment