Mobile AI · Design patterns · Built in the open

AI models change.
Patterns endure.

Cuppa Technologies builds the layer around the model — protocols, memory patterns, orchestrator primitives, sandbox tooling. The durable foundations of mobile AI engineering.

Models churn. The harness layer doesn't. We focus on the durable bits — context engineering, tool design, orchestration — for iOS, Android, and beyond.

Building AI Agents — embedded from cuppa.studio.

What we make

Three surfaces, one mission.

Production tooling, foundational mobile-AI patterns, and a public sandbox for the work in between.

Production · Live today

cuppa.studio

Our production AI tool: an online presentation IDE where a prompt becomes a complete animated, narratable deck in seconds. Live editor with side-by-side preview, code blocks, mermaid diagrams, charts, and AI-generated narration — purpose-built for technical talks.

Open cuppa.studio

Depth · Mobile AI patterns

Cuppa Harness

A library of design patterns and primitives for AI on mobile — context engineering, tool protocols, orchestrator shapes, output repair, sandbox conventions. Cross-platform across iOS, Android, and React Native. The fundamentals that don't break when the model below them changes.

Read the patterns

Open R&D · In public

mycuppa.io

Our commitment to building in the open. Experiments, prototypes, and research notebooks tied to GitHub — released as we explore, before they're polished. The things that earn it graduate to a featured spot here.

Open the lab