John and Garrett compare the workflows they've built around Nunebot and Workbench: deterministic checks, a second model looking for holes, a limit on review cycles, and pull requests that explain why a change matters and prove it works.

They also get into moving Fireside's file storage to Cloudflare R2 behind separate read and write flags, watching successful uploads instead of waiting for support emails, and throwing away an overgrown implementation to find a simpler one.

Along the way: personalized interfaces, the limits of read-only access to your email, AI-assisted appliance repair, and Garrett's basketball app. The point isn't to stop caring about software. It's to spend more time on the parts you actually like, with enough evidence to feel good about shipping.

Links:

• Don’t Make a Human Do What AI Is Amazing At — John’s write-up of Nunebot: small PRs, bounded review loops, and proof that changes work.
• Reviewer — Garrett’s tool for running automated code review checks.
• Flipper Cloud — Feature flags for gradual releases and safer deployments.
• Fireside — The podcast hosting platform behind the storage migration discussed in this episode.
• Honeybadger — Error monitoring used to find problems and watch deployments.
• Flare — Performance monitoring for Ruby and Rails applications.
• Episode 1: Changing the Wheels While the Car Is Moving — Rebuilding Fireside while keeping it running, verifying dangerous changes, and knowing what complexity is worth adding.