RESEARCH & ENGINEERING

Engineering notes, open standards & AI research.

A collection of technical writeups, architecture notes, and open-source specifications from building our products.

3D Neural Models DOI: 10.6084/m9.figshare.33416719 ↗

March 2026

Sketch to 3D: Fast surface and depth synthesis from rough hand drawings

How we designed the Draw3D pipeline to convert 2D doodles into high-fidelity 3D meshes with realistic lighting and materials in under 5 seconds.

Read Research Summary → 📄 PDF ↗ Draw3D Engine ↗

Open Standards February 2026

Connecting WordPress to AI agents using Model Context Protocol

An open implementation of JSON-RPC 2.0 and Server-Sent Events allowing Claude Desktop, Cursor, and autonomous agents to safely query and manage WordPress content.

Read Research Summary → 📄 PDF ↗ WP MCP Plugin ↗

Narrative AI December 2025

Maintaining visual and character consistency in AI storybooks

Techniques for preserving character identity, plot coherence, and visual style across multi-chapter illustrated children’s stories.

Read Research Summary → 📄 PDF ↗ Pictales Overview ↗

Automate your business with bespoke AI systems.

From autonomous agents and intelligent CRM bots to full-stack custom web applications — we engineer scalable software for the future.