Local-first, event-sourced memory + judgment layer for AI coding agents; warns before repeating a failed fix.

Free, open-source Grammarly alternative: AI grammar and rewrite for Chrome and Safari.

Publication-ready study-area maps, choropleths, and locator insets for research papers, in Python.