AI product lead at Google. Previously at Covariant, Meta, and Microsoft. Independent AI projects and large-scale light art.

Elephant-Goldfish

Check your assumptions before you ship. A fresh reviewer questions a design, investigates a bug, or inspects a change in Codex. It reviews the evidence without inheriting the working conversation.

Five workflows

Brainstorming, PRDs, feature design, bug diagnosis, and precommit review. Independent checks require fresh subagents. Reviews stay read-only unless changes are requested.

Download 0.1.0 source. Documentation.

Sources and attribution

Dave Rensin introduced the model. Vladyslav Shvedov published the upstream workflows under the MIT license. Oliver Newth created this independent adaptation. The bundle preserves the upstream MIT license.