PHASE 01 · GENESIS
The Memory Tree ships
The desktop client lands open-source under GPL3, Rust + Tauri, an on-device SQLite memory
tree, a parallel Obsidian-compatible vault, and the first wave of OAuth connectors to mail,
chat, code and calendar. Token launches alongside on Base.
PHASE 02 · TOOLBELT
The full agent kit
Web search and scraping, a complete coder toolbelt (filesystem, git, lint, test, grep),
browser and computer control, cron scheduling, multi-agent spawning, and native voice
speech in, speech out, lip-synced mascot, live meeting copilot. One harness, every action.
PHASE 03 · COMPRESSION
Context for pennies
The proprietary memory layer scales to ten million tokens at four thousand tokens per
second, the compressor crushes tool output by up to 80%, and the router auto-picks frontier,
fast or fully-local models per task. Sweeping a year of inbox costs single-digit dollars.
PHASE 04 · SOVEREIGN
A model that is only yours
The endgame: one billion tokens of you, end-to-end on-device, fine-tuning a private
model that reasons as you reason, writes as you write, and acts as you would act. An
open-source super-intelligence per human, not one for the planet.