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Co-developed project

Trato

An AI support hub connecting people, projects and execution.

Identified technologies
ArchitectureAIMCP · planned

My contribution

Planning and development preparation with Ramon Moreno. Current work covers identity, requirements, architecture and integration research.

People and partnership

Development and partnership.

Planning and development preparation with Ramon Moreno. Current work covers identity, requirements, architecture and integration research.

Ramon Moreno

Development partner

Breno’s partner on Volte+ and Trato; helped plan Voltiva.

Credits provided by Breno Mayder · 2026-11-01

Architecture overview

Architecture defined for API, worker, web, app, local bridge and MCP integration. The live application is not implemented yet.

Technical structure

Technology by module.

Architecture defined for API, worker, web, app, local bridge and MCP integration. The live application is not implemented yet.

What each part does and which technologies support it. A module in the code does not mean all its features are complete or published.

01 / Existing code

Identity and tools

HTMLCSSSVGPython

Existing foundation.

Identity, presentation, document checks and maps support product planning.

02 / Planned

API and processing

TypeScriptNode.jsFastifyPostgreSQL

Rules and durable processing.

Stack selected in the reference architecture. Services and integrations are not implemented yet.

03 / Planned

System and mobile app

ReactViteReact NativeExpo

Support and decisions.

Web and mobile planned to manage conversations, projects and approvals.

04 / Planned

Local execution integration

TypeScriptMCPCodex App Server

Local execution integration.

Pairing, allowed projects and approvals are part of the design. Live execution is not delivered.

How the parts connect

The design separates events, authorization, human decisions and local execution. Connections are still planned.

Data and integrations

PostgreSQL, outbox and private S3-compatible storage are part of the target architecture, not active services.

Quality and operations

Current checks cover docs and identity. Contracts, integrations and operations need implementation and their own tests.

Code and repositories

Repository · access required (new tab)

Skills in this project

DevOps and delivery ↗Architecture, quality and AI ↗
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Contact

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