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CellularAI Roadmap

CellularAI's simple goal: let AI systems upgrade one cell at a time without breaking the whole system.

Phase 0: Current POC

Cell protocol
Registry
Router
Memory
MathCell v1/v2/v3
C bindings
Upgrade/quarantine demo

Phase 1: Cell Mutation

Clone existing cell
Train/generate candidate from new examples
Replay tests
New skill tests
Promote/quarantine pipeline

Phase 2: Real Memory

Better retrieval
Embeddings
Fact provenance
Citations/evidence
Memory versioning

Phase 3: Neural Cells

Tiny neural expert cells
Adapter cells
LoRA-style cells
Embedding router

Phase 4: AI CI/CD

Behavior diffing
Regression dashboards
Risk scoring
Rollback history
Eval suites

Phase 5: Cloud

Hosted evals
Team workspaces
Cell registry
Private company cells
Paid plans