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Evolution Roadmap

The MVP is the foundation, not a reduced final product. These capabilities must remain on the roadmap.

Phase 1: Local MVP

FastAPI backend
SQLite persistence
local vector-store abstraction
L1/L2/L3 memory boundary
Python emotion engine
developer runtime APIs
plugin manifest scanning

Phase 2: Desktop Developer App

Flutter macOS UI
chat screen
developer dashboard
local backend launcher
Application Support data management

Phase 3: Real Model Gateway

OpenAI adapter
Claude adapter
local model adapter
prompt/context builder
streaming output
cost/token accounting

Current code already contains ModelGateway, ModelProvider, and a MockModelProvider.

Phase 4: Memory Evolution

Chroma or LanceDB adapter
automatic REM cycles
memory conflict detection
memory merge and decay
backup and restore
manual memory editor

Phase 5: Rust Medulla

Rust PAD engine
Rust energy engine
PyO3 or sidecar process bridge
Python fallback remains available

Phase 6: Plugin Hot-Swap

memory_plugin
emotion_plugin
model_plugin
perception_plugin
action_plugin
ui_plugin
plugin sandbox
plugin permissions

Phase 7: Perception And Action

file perception
web perception
image input
voice input/output
tool execution
task automation

Phase 8: Digital Life Expression

virtual avatar
speech synthesis
motion and gesture system
more free-form interaction beyond chat

Phase 9: Social Matrix

multiple AI entities
shared memory graph
relationship/bond metrics
Synaptic Lounge
token economy experiments

Phase 10: Controlled Evolution

strategy A/B testing
log-driven improvement
offline fine-tuning pipeline
supervised online adaptation
rollback, audit, and governance