Igor Henrique Nascimento Lourenço Gil

flowchart TB

  USER["👥 Usuários
Web · Mobile · Admin"]

  subgraph EDGE["🌐 EDGE & SECURITY"]
    DNS["DNS / Domain"]
    TLS["HTTPS / TLS"]
    NGINX["🛡️ Nginx
Reverse Proxy"]
  end

  subgraph APP["🟢 APPLICATION PLANE"]
    WEB["Web / Flask
UI + APIs + Auth"]
    API["API Surface
REST + SSE"]
    I18N["i18n
PT · EN · ES"]
  end

  subgraph EXEC["⚙️ EXECUTION PLANE"]
    REDIS["Redis
Queue + Coordination"]
    WORKER["Worker Pool
CPU-heavy / async"]
    SCHED["Scheduler
Periodic jobs"]
    N8N["n8n
Automation"]
    CRAWL["Crawl4AI
Isolated crawler"]
    MPT["MoneyPrinterTurbo
Optional creator engine"]
  end

  subgraph DATA["💾 DATA & KNOWLEDGE PLANE"]
    PG["PostgreSQL"]
    VEC["pgvector
Vector Store"]
    MEDIA["Persistent Volumes
video · image · audio"]
    OBSVOL["Observability Data"]
    CACHE["Caches
HuggingFace · cookies"]
  end

  subgraph AI["✨ AI INTELLIGENCE PLANE"]
    ROUTER["Model Router
off · shadow · active"]
    GATE["AI Gateway
timeout · fallback · tracing"]
    GEM["Gemini"]
    OAI["OpenAI"]
    ANT["Anthropic"]
    LOCAL["Local AI / Ollama"]
    JUDGE["LLM-as-a-Judge"]
    RAG["RAG Engine
Hybrid · GraphRAG · Rerank"]
  end

  subgraph MEDIAAI["🎬 MEDIA INTELLIGENCE"]
    YTDLP["yt-dlp"]
    PROXY["Residential Proxy"]
    POT["PO Token / bgutil-pot"]
    FFMPEG["FFmpeg"]
    WHISPER["faster-whisper"]
    SHORTS["Cuts / Shorts / Courses"]
  end

  subgraph EXT["🔌 EXTERNAL INTEGRATIONS"]
    YTIN["YouTube Ingest"]
    YTOUT["YouTube Data API
OAuth publish"]
    IG["Instagram
OAuth / Publish"]
    CLOUD["Cloudinary"]
    WEBEXT["Web / APIs / Webhooks"]
  end

  subgraph CONTROL["🛡️ CONTROL & ASSURANCE"]
    GUARD["Guardrails
Input / Output / Policy"]
    TOOL["Tool Governance
least privilege"]
    APPROVAL["Human Approval
critical actions"]
    ATTACK["Attack Lab
security tests"]
    REL["Reliability
retry · breaker · DLQ"]
    SLO["SLO / Production Health"]
    TRACE["Observability
trace_id · latency · status"]
    FIN["FinOps
tokens · cost · outcome"]
  end

  subgraph DELIVERY["🚀 DELIVERY & OPERATIONS"]
    GIT["Git"]
    CI["CI Validation
Python · Jinja · JS · tests"]
    CD["CD / Hetzner"]
    BUILD["Docker Compose
build + deploy"]
    HEALTH["Health Checks"]
    ROLLBACK["Rollback
known-good baseline"]
  end

  USER --> DNS --> TLS --> NGINX --> WEB
  WEB --> API
  WEB --> I18N

  WEB --> REDIS
  REDIS --> WORKER
  REDIS --> SCHED
  WEB --> N8N
  WEB --> CRAWL
  WORKER --> MPT

  WEB --> PG
  WORKER --> PG
  PG --> VEC
  WORKER --> MEDIA
  WEB --> MEDIA
  WEB --> OBSVOL
  WORKER --> CACHE

  WEB --> ROUTER --> GATE
  GATE --> GEM
  GATE --> OAI
  GATE --> ANT
  GATE --> LOCAL
  WEB --> RAG
  RAG --> VEC
  RAG --> GATE
  GATE --> JUDGE

  WORKER --> YTDLP
  YTIN --> YTDLP
  PROXY --> YTDLP
  POT --> YTDLP
  YTDLP --> FFMPEG --> WHISPER --> SHORTS
  SHORTS --> MEDIA

  WORKER --> YTOUT
  WORKER --> IG
  WORKER --> CLOUD
  WEB --> WEBEXT

  WEB --> GUARD
  GUARD --> TOOL
  TOOL --> APPROVAL
  WEB --> TRACE
  WORKER --> TRACE
  GATE --> TRACE
  TRACE --> FIN
  TRACE --> SLO
  ATTACK --> GUARD
  REL --> WORKER

  GIT --> CI --> CD --> BUILD --> HEALTH
  HEALTH --> WEB
  HEALTH --> REDIS
  HEALTH --> PG
  HEALTH --> CRAWL
  HEALTH -->|failure| ROLLBACK --> BUILD

  classDef edge fill:#16101f,stroke:#b58cff,color:#fff,stroke-width:1.5px;
  classDef app fill:#071b14,stroke:#b7ff3c,color:#fff,stroke-width:1.5px;
  classDef exec fill:#21170a,stroke:#f59e0b,color:#fff,stroke-width:1.5px;
  classDef data fill:#0b1830,stroke:#60a5fa,color:#fff,stroke-width:1.5px;
  classDef ai fill:#16122a,stroke:#a78bfa,color:#fff,stroke-width:1.5px;
  classDef media fill:#102126,stroke:#2dd4bf,color:#fff,stroke-width:1.5px;
  classDef control fill:#231016,stroke:#fb7185,color:#fff,stroke-width:1.5px;
  classDef delivery fill:#102014,stroke:#4ade80,color:#fff,stroke-width:1.5px;

  class DNS,TLS,NGINX edge;
  class WEB,API,I18N app;
  class REDIS,WORKER,SCHED,N8N,CRAWL,MPT exec;
  class PG,VEC,MEDIA,OBSVOL,CACHE data;
  class ROUTER,GATE,GEM,OAI,ANT,LOCAL,JUDGE,RAG ai;
  class YTDLP,PROXY,POT,FFMPEG,WHISPER,SHORTS,YTIN,YTOUT,IG,CLOUD,WEBEXT media;
  class GUARD,TOOL,APPROVAL,ATTACK,REL,SLO,TRACE,FIN control;
  class GIT,CI,CD,BUILD,HEALTH,ROLLBACK delivery;