Franklin offsite - July 29-30, 2026

AMFM, change-fabric, and what's next

Topic 1: AMFM and change-fabric

The heart chart dashboard, and the delivery process running underneath it.

SDLC/PDLC, powered by change-fabric

Genesis login

Live demo: AMFM Portal

About that name collision

The collision with Nathanael's changefabric.com: different name space. His platform runs on API and cloud token spend. This one runs on local Claude Code subscriptions, on developer machines.

Proof of the same pattern

Not a separate story - the same delivery pattern, twice more.

Hobby Lobby demo login

Topic 2: The forward-facing plan

Leo's open questions, with a point of view grounded in what's shipped.

Lead: standardize infrastructure on Docker

FaithBase, where I hit the most friction

Vercel itself was fine for me. Convex was the real friction - a major divergence from every other platform choice I'd made, and real effort to get comfortable with. Not a verdict on Convex: it's opinionated in ways some developers want and I wasn't used to.

AWS, where I've hit the least

On-prem compute

Most of the team works off MacBooks. When the lid closes, AI compute stops.

One process, or room for a second?

change-fabric is evidence the "lighter path" and "the standard" don't have to be different things. It can be both.

Team shape

Small teams, not solo heroics: 2-3 engineers is the shape that's actually worked.

Migrate existing clients, or clean breakpoints only?

Yes, but only as needed for maintenance agreements - not a wholesale migration of every existing client.

The ask

What would it take to pilot change-fabric and a Docker-first, on-prem-supported infrastructure standard as the team default - and who signs off?