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Jorge GuberteAI systems · São Paulo
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Systems

Built, shipped, running.

Research that doesn't ship is speculation. These are the systems where the ideas get tested in the real world.

Open source

Strata

Municipal intelligence platform for the public sector.

An embedded AI copilot on top of live public-data pipelines: multi-source federal and municipal ingestion, an embedded DuckDB analytical layer, and a deterministic LangGraph agent delivering consultative intelligence across education, procurement, and budget domains. In production serving real city profiles.

In production · Hub Esfera

LangGraph · DuckDB · BigQuery · Cloud Run · Cloud SQL

Case study →

Flagship

Pixie

An embodied AI learning companion.

Pixie talks, listens, remembers, and grows with the child using it. Real-time bidirectional voice over Gemini Live API, physics-based locomotion, synchronous spatial tool execution, and amplitude-driven lip-sync — built neurodivergent-first, so predictability and sensory pacing are first-class constraints.

In active development

React · Three.js · Rapier · Gemini Live API

Case study →

Open source

Multiverse

State management with Git-style branching semantics.

Fork application state, explore alternate timelines, merge what works. Multiverse treats state history as a first-class data structure — fork allocation benchmarked at 2.8M ops/s, merges inside a 60fps frame window.

Open source · MIT

TypeScript

Case study →

The research behind these systems lives in the lab.

The through-line

AI systems should retain context, adapt over time, and remain useful beyond a single interaction.

hey@jorgeguberte.com ↗

Research

  • LoomDB
  • EPCG
  • Ayvu-Talian

Experiments

  • All experiments
  • Afterlight

Systems

  • Pixie
  • Multiverse

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São Paulo, Brazil · 23.55° S, 46.63° W

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