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Ecosystem

How the lab is organized

MOZG works as a software lab that turns recurring stacks, standards and product needs into reusable assets. The focus is not the number of projects, but the coherence between product, operations, documentation and public distribution.

For case-by-case reading with commands and maintenance notes, also check Projects.

Specialties

Specialty

Architecture driven by execution

Product modeling, contracts, quality and operations considered from the first deploy.

  • BFF
  • API contracts
  • docs
  • observability

Specialty

Full stack engineering

Frontends, backends, authentication, reusable components and high-context experiences.

  • React
  • Next.js
  • Vue
  • Node.js

Specialty

Platform and DevOps

Repeatable environments, health checks, matrix CI, local Docker and safe maintenance paths.

  • Docker
  • Kubernetes
  • Terraform
  • GitHub Actions

Specialty

Automation and AI ops

Assisted flows, local runtime, guardrails, monitoring and multimodal pipeline integration.

  • Python
  • LM Studio
  • SQLite
  • automation

Flagship projects

Monorepo signals

Active stacks

Node.js, Python, Go, Java, PHP, Ruby, Rust, Deno, Bash, Perl, C++ and .NET coexisting with clear scope.

Quality per project

Each subproject closes on its own green pipeline with clearly documented runtime commands.

Infrastructure as product

Docker, Kubernetes, Helm, Terraform, observability and deploy living in the same private workspace.

Auditability

Logs, request metadata, explicit payloads and verification scripts support safer evolution without exposing the source workspace.

Capability matrix

Capabilities

Matrix of domains, technologies and delivery modes.

This slice translates the portfolio into operational capability and makes clear how delivery connects to stack, docs and readiness.

Domains
5
Modes
4
Technologies
23

Recurring technologies

Tools that show up consistently across delivery modes.

  • automation · 1
  • Bash · 1
  • BFF · 1
  • Docker · 1
  • Firebase · 1
  • GitHub Actions · 1
  • Helm · 1
  • JSON envelopes · 1
  • Kubernetes · 1
  • LM Studio · 1
  • Netlify · 1
  • Next.js · 1
  • Nginx · 1
  • Python · 1
  • React · 1
  • request metadata · 1

Domain

Architecture and contracts

Domain modeling, predictable envelopes, auditable routes and structures ready for safe evolution.

Practices
  • small and clear contracts
  • explicit payloads
  • low-friction versioning
  • BFF
  • JSON envelopes
  • request metadata
  • schema.org

Domain

Full stack product

Web experiences, reusable components, front and back integrations and operational docs moving together.

Practices
  • content-driven UI
  • searchable flows
  • components with simple maintenance
  • React
  • Next.js
  • Vue
  • VitePress

Domain

Platform engineering

Repeatable local environments, matrix CI, infrastructure as product and technical readiness per project.

Practices
  • local Docker
  • validation matrix
  • documented runtime standard
  • Docker
  • GitHub Actions
  • Terraform
  • Helm
  • Kubernetes

Domain

Observability and operations

Health checks, request IDs, static exports, operational snapshots and real verification triggers.

Practices
  • quality gates
  • health endpoints
  • public artifacts for auditability
  • Vitest
  • Nginx
  • Netlify
  • Firebase
  • service worker

Domain

Automation and AI ops

Local pipelines, assisted automations, execution guardrails and the combination of data, runtime and operations.

Practices
  • multimodal pipelines
  • operational guardrails
  • local assistance with context
  • Python
  • SQLite
  • LM Studio
  • Bash
  • automation

Delivery mode

Structured diagnosis and refactor

Legacy reading, contract consolidation, architecture cleanup and a green pipeline at the end.

Best suited for
  • bases with technical drift
  • sites and apps without a clear standard
  • growing monorepos
Deliverables
  • refactor plan
  • shared data standard
  • auditable validation

Delivery mode

Portfolio and public surfaces

Sites, portals, technical profiles and editorial layers with coherent distribution and strong readability.

Best suited for
  • technical brand
  • public presence
  • content with SEO and discoverability
Deliverables
  • searchable pages
  • public exports
  • structured metadata

Delivery mode

Auditable minimal API

Small HTTP layers with clear envelopes, filters and data suited for automation and troubleshooting.

Best suited for
  • lightweight BFFs
  • operations with visibility
  • future integrations
Deliverables
  • request metadata
  • JSON catalogs
  • operational snapshots

Delivery mode

Platform readiness

Per-project quality, operational scripts, containerized build and alignment between docs and runtime.

Best suited for
  • local pipelines
  • small teams
  • evolution with a strict standard
Deliverables
  • quality gates
  • matrix check
  • documented runtime commands

Public surfaces

Main website

mozg.com.br concentrates positioning, portfolio and the institutional layer of the work.

Open surface

GitHub Pages portal

mozgbrasil.github.io reinforces public presence with living signals and slices derived from the private workspace.

Open surface

Developer Play Store

Mozg TWA (Bubblewrap) and Mozg Híbrido (Angular) are active Android products.

Open surface

Professional profile

github-profile organizes specialties, badges and links to the resume, website and public dossiers of the ecosystem.

Open surface

Packages and artifacts

History of publishing to npm and Packagist to turn knowledge into reusable modules.

Open surface

Architecture, full stack, platform engineering, automation and observability.