WHERE WE'RE HEADED

Roadmap

Deterministic first, AI when it's earned. The familiarity engine is the foundation; each release adds a layer toward autonomous, per-user adaptation.

v0.1
shipped
v0.2
shipped
v0.3
in progress
v1.0
vision
v0.1
SHIPPED
Jul 2026

Familiarity engine

The deterministic foundation — observe interactions, build per-element identity, and score familiarity, with local-first telemetry tracking.

✓Interaction intelligence: passive event collection.
✓Stable hierarchical element identity.
✓Deterministic familiarity + friction scoring.
✓React bindings and experience state observers.
v0.2
SHIPPED
Jul 2026

Edge AI Integration & BYOK

Turn user telemetry into local-first AI copywriting adaptations and support external API keys.

✓Pluggable Edge AI configuration (window.ai, OpenAI, Gemini, Ollama).
✓Asynchronous page-load prompt caching and batch optimizer.
✓Client provider wrappers for Next.js SSR configurations.
✓Dynamic <Adaptive> SDK wrapper components.
v0.3
IN PROGRESS
Q4 2026

Enterprise Connectors & RAG

Add Vue & Svelte store adapters, support cloud self-hosted models, and design Vector RAG connectors.

→Vue composables and Svelte store adapters.
→Self-hosted cloud model integrations (vLLM, Hugging Face TGI).
○Contextual RAG pipeline handlers for complex systems.
v1.0
VISION
2027

Autonomous Layout Suite

Dynamic layout translation. Elements expand or collapse automatically matching collaborative cohort guidelines.

○Auto-collapsing secondary panels for power users.
○Structured layout morphing based on cohort friction.
○Closed private beta analytics dashboard.
mindra
GET STARTED

Ship an interface that remembers.

Drop the runtime in, and every element starts learning who it's for. Request an invitation for our closed developer beta to get started.

Private Beta✓< 6kb core✓Framework-agnostic✓React · Vue · Svelte✓