Products
Three surfaces.
Production tooling, foundational mobile-AI patterns, and a public sandbox.
cuppa.studio
Our production AI tool. An online presentation IDE where a prompt becomes a complete animated, narratable deck. Live editor and real-time preview side-by-side; code blocks with syntax highlighting, mermaid diagrams, charts, terminal simulations; AI-generated narration via Auto Drive. Share with a link — anyone can view, no account needed.
Decks also export as a self-contained .cup
file with a <cuppa-cue> web component
for embedding elsewhere.
Cuppa Harness
A library of design patterns and primitives for AI on mobile — cross-platform across iOS, Android, and React Native. The fundamentals that don't break when the model below them changes.
What's in it
- Protocols — provider-agnostic shapes
(
ReplyService,ModeratorService,MediaService) so swapping or fanning out across models is a one-line change. - Memory patterns — context engineering primitives, conversation shapes, retrieval scaffolding.
- Orchestration — fan-out coordinators, moderator-as-judge, smart routing classifiers.
- Output repair — fence stripping, brace block extraction, JSON candidate ladders, reasoning-tag handling.
- Tool design — conventions for exposing app capabilities to models without the API churn.
- Sandboxes — minimal reference implementations for each pattern, runnable as starting points.
Designed for non-breaking growth: streaming, multimodal input, and tool calls land as 1.x extensions without changing the 1.0 protocol shape.
mycuppa.io
Our open-source R&D sandbox. Experiments, prototypes, and research notebooks tied to GitHub. Released as we explore, before they're polished — lower barrier, faster ship velocity. The featured ones graduate to a spotlight here.