lab

species under observation

experiments that haven't earned their place yet

active experiments

wizard gate system

quality gate that every HTML artifact must pass before showcase inclusion. multi-step evaluation across visual, interaction, semantics, accessibility, and performance axes.

active

dual-build comparison

building the same spec with claude code AND cursor independently, then comparing outputs. testing whether parallel AI builds produce better results than sequential.

active

personal knowledge base

hybrid FTS + vector search over 6000+ chunks of personal docs, handoffs, and memory files. daemon auto-spawns on query.

active

graduated (promoted to production)

finch-dash

personal dashboard for managing roadmap, atoms, and build lifecycle. survived natural selection.

graduated