Event Streaming and Telemetry within the TAMV ecosystem constitute the high-frequency data nervous system of the project, facilitating real-time coordination between distributed modules. This system handles the capture, transmission, and analysis of system health, user interactions, and quantum-inspired metrics across the heptafederated kernel. The scope includes real-time WebSocket communication, metrics aggregation for the Horus Tower™ observability suite, and the registration of immutable events via the MSR (Narrative Ledger) and BookPI.

The architecture is designed to support high-performance requirements, such as latencies under 200ms for sensory data and high-frequency updates for XR environments. It integrates specialized services like the tamv-fusion-core for health orchestration and the dashboard-metrics service for real-time visualization of the digital civilization's state.

Sources: README.md, federation/tamv-digital-nexus/supabase/functions/tamv-fusion-core/index.ts:1-10, src/pages/wiki/metaverso-xr/RoadmapCivilizatorio.tsx:210-220

1. Real-Time Streaming Architecture

The real-time layer utilizes WebSockets and Server-Sent Events (SSE) to provide low-latency updates for social feeds, XR environments, and identity verification. The system is architected around a central API gateway that routes sensory and transactional events.

1.1 WebSocket & State Synchronization

Real-time interaction is managed through hooks like useWebSocket and useQuantumState, which handle the lifecycle of connections and the synchronization of complex data structures like the BCI Emotional System state.

Generating architecture diagram...

The diagram shows the bidirectional flow between the client interface and the internal event bus.
Sources: README.md, src/pages/wiki/implementacion/CicdPipelines.tsx:75-80

1.2 Telemetry Protocols

TAMV utilizes specific protocols for event handling, notably the "HOYO NEGRO" protocol for orchestration and "Fénix" for recovery. Telemetry data is structured using standard schemas like JSON-LD to ensure interoperability.

Protocol Component	Description	Reference
HOYO NEGRO	Base protocol for kernel heptafederation and observability.	MD-X4/X5
Sensory Gate	API for 5D multisensorial data activation in real-time.	DM-X4™
BCI Emotional	Real-time emotional context tracking (EOCT™).	useQuantumState

Sources: src/pages/wiki/modulo-cero/Introduccion.tsx:30-40, federation/tamv-digital-nexus/packages/contracts/openapi/tamv.v1.yaml:25-30

2. Health Monitoring and Fusion Core

The tamv-fusion-core serves as the primary orchestrator for system health and content synchronization. It performs periodic cycles that include route validation, database integrity checks, and event registration.

2.1 Health Check Logic

The system monitors a set of critical routes and database tables to ensure the antifragility of the ecosystem.

Generating architecture diagram...

The sequence illustrates the diagnostic loop used to maintain system stability.
Sources: federation/tamv-digital-nexus/supabase/functions/tamv-fusion-core/index.ts:35-80

2.2 Critical Monitored Entities

The following entities are tracked with 100% trace coverage as part of the observability mandate:

Auth Events: Login, refresh, and reset attempts.
Database Tables: profiles, posts, msr_events, crisis_logs, bookpi_events.
Routes: /dashboard, / ka (kaos), /economy, /governance.

Sources: federation/tamv-digital-nexus/supabase/functions/tamv-fusion-core/index.ts:45-55, src/pages/wiki/metaverso-xr/RoadmapCivilizatorio.tsx:50-60

3. Telemetry Metrics and Observability

TAMV implements the Horus Tower™ for observability, tracking metrics across three primary pipelines: Critical Operations (A), Adaptive Intelligence (B), and Control & Coordination (CCP).

3.1 Key Performance Indicators (KPIs)

The system targets specific performance thresholds to ensure the quality of the "Digital Civilization."

Metric	Target	Description
Social Feed Load	< 300ms	Latency for primary user engagement.
Isabella AI Response	< 4s (P95)	Response time for the cognitive layer.
XR Performance	≥ 45 FPS	Minimum frame rate for DreamSpaces.
Message Delivery	100%	Reliable delivery for WebSockets/Events.
RTT	< 200ms	Round-trip time for real-time chat.

Sources: src/pages/wiki/implementacion/CicdPipelines.tsx:115-130, src/pages/WikiHome.tsx:85-95

3.2 Metrics Collection Endpoint

The Orchestrator service (Port 8200) exposes a /metrics endpoint in Prometheus format, providing real-time data on request durations, error rates, and system throughput.

Sources: federation/tamv-digital-nexus/packages/contracts/openapi/tamv.v1.yaml:550-565

4. Immutable Event Logging (MSR & BookPI)

Every significant system event or architectural change is recorded in the MSR (Narrative Ledger) to ensure total traceability and auditability.

4.1 Event Structure

Events are recorded with high-integrity hashes to prevent tampering and provide evidence of system state at any given time.

{
  "action": "TAMV_FUSION_CYCLE",
  "domain": "GENERAL",
  "payload": { "health": "ok", "sync": "completed" },
  "evidence_hash": "sha256_hash_here",
  "severity": "info",
  "created_at": "ISO-8601-Timestamp"
}

Sources: federation/tamv-digital-nexus/supabase/functions/tamv-fusion-core/index.ts:100-120

4.2 Security and Compliance Telemetry

The security layer includes 11 levels of defense (DEKATEOTL), which log "Security Alerts" to the MSR. If a risk level is identified as "ALTO" (High), the system automatically escalates to human guardians.

Sources: src/pages/wiki/metaverso-xr/RoadmapCivilizatorio.tsx:190-200

Conclusion

Event Streaming & Telemetry in TAMV is not merely a monitoring tool but a foundational requirement for the "Civilization written in code." By combining real-time synchronization through WebSockets with immutable logging in the MSR, the project achieves a high-integrity, antifragile operational state. Future roadmap items include the hardening of post-quantum cryptographic (PQC) telemetry and the full integration of the sensory gate for 5D multisensorial streaming.

Sources: README.md, src/pages/wiki/metaverso-xr/RoadmapCivilizatorio.tsx:225-235

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Repository

OsoPanda1/tamv-atlas

Overview

Introduction to TAMV Atlas Local Setup & Configuration Federated Ecosystem & Repositories

System Architecture

High-Level Architecture Constitutional Guard & Policies Omnikernel & Atlas Gateway

Core Features

Sovereign Digital Identity (SSI & PIDs)Isabella AI Engine Repository Fusion Service XR Metaverse & Dreamspaces Economy & Ledger Systems Security: PQC Hybrid Cryptography

Data Management & Flow

Bookpi & Memory Systems RDM Digital OS (Territorial Data)Supabase & Database Migrations Event Streaming & Telemetry

Frontend Components

Frontend Architecture & QC Rules Cinematic Intro & Visual Horizons Atlas Visualizations & Lenses Interactive Wiki Interface

Backend Systems

Node API Monolith Server Supabase Edge Functions (Microservices)Python TAMV Core Service

Deployment & Infrastructure

Kubernetes Cluster & Networking Monitoring & Observability CI/CD Pipelines & Validation

Extensibility & Testing

API Contracts & OpenAPI Specs Testing Suites & QA Environment Extending the Federation Manifest

Event Streaming & Telemetry

Relevant source files

The following files were used as context for generating this wiki page:

federation/tamv-digital-nexus/apps/web/src/hooks/useWebSocket.ts
federation/tamv-digital-nexus/apps/web/src/hooks/useQuantumState.ts
federation/tamv-digital-nexus/supabase/functions/dashboard-metrics/index.ts
federation/tamv-digital-nexus/supabase/functions/tamv-fusion-core/index.ts
src/pages/wiki/metaverso-xr/RoadmapCivilizatorio.tsx
federation/tamv-digital-nexus/packages/contracts/openapi/tamv.v1.yaml
README.md

Sources: README.md, federation/tamv-digital-nexus/supabase/functions/tamv-fusion-core/index.ts:1-10, src/pages/wiki/metaverso-xr/RoadmapCivilizatorio.tsx:210-220

1. Real-Time Streaming Architecture

1.1 WebSocket & State Synchronization

Generating architecture diagram...

The diagram shows the bidirectional flow between the client interface and the internal event bus.
Sources: README.md, src/pages/wiki/implementacion/CicdPipelines.tsx:75-80

1.2 Telemetry Protocols

Protocol Component	Description	Reference
HOYO NEGRO	Base protocol for kernel heptafederation and observability.	MD-X4/X5
Sensory Gate	API for 5D multisensorial data activation in real-time.	DM-X4™
BCI Emotional	Real-time emotional context tracking (EOCT™).	useQuantumState

Sources: src/pages/wiki/modulo-cero/Introduccion.tsx:30-40, federation/tamv-digital-nexus/packages/contracts/openapi/tamv.v1.yaml:25-30

2. Health Monitoring and Fusion Core

2.1 Health Check Logic

The system monitors a set of critical routes and database tables to ensure the antifragility of the ecosystem.

Generating architecture diagram...

The sequence illustrates the diagnostic loop used to maintain system stability.
Sources: federation/tamv-digital-nexus/supabase/functions/tamv-fusion-core/index.ts:35-80

2.2 Critical Monitored Entities

The following entities are tracked with 100% trace coverage as part of the observability mandate:

Auth Events: Login, refresh, and reset attempts.
Database Tables: profiles, posts, msr_events, crisis_logs, bookpi_events.
Routes: /dashboard, / ka (kaos), /economy, /governance.

Sources: federation/tamv-digital-nexus/supabase/functions/tamv-fusion-core/index.ts:45-55, src/pages/wiki/metaverso-xr/RoadmapCivilizatorio.tsx:50-60

3. Telemetry Metrics and Observability

TAMV implements the Horus Tower™ for observability, tracking metrics across three primary pipelines: Critical Operations (A), Adaptive Intelligence (B), and Control & Coordination (CCP).

3.1 Key Performance Indicators (KPIs)

The system targets specific performance thresholds to ensure the quality of the "Digital Civilization."

Metric	Target	Description
Social Feed Load	< 300ms	Latency for primary user engagement.
Isabella AI Response	< 4s (P95)	Response time for the cognitive layer.
XR Performance	≥ 45 FPS	Minimum frame rate for DreamSpaces.
Message Delivery	100%	Reliable delivery for WebSockets/Events.
RTT	< 200ms	Round-trip time for real-time chat.

Sources: src/pages/wiki/implementacion/CicdPipelines.tsx:115-130, src/pages/WikiHome.tsx:85-95

3.2 Metrics Collection Endpoint

The Orchestrator service (Port 8200) exposes a /metrics endpoint in Prometheus format, providing real-time data on request durations, error rates, and system throughput.

Sources: federation/tamv-digital-nexus/packages/contracts/openapi/tamv.v1.yaml:550-565

4. Immutable Event Logging (MSR & BookPI)

Every significant system event or architectural change is recorded in the MSR (Narrative Ledger) to ensure total traceability and auditability.

4.1 Event Structure

Events are recorded with high-integrity hashes to prevent tampering and provide evidence of system state at any given time.

{
  "action": "TAMV_FUSION_CYCLE",
  "domain": "GENERAL",
  "payload": { "health": "ok", "sync": "completed" },
  "evidence_hash": "sha256_hash_here",
  "severity": "info",
  "created_at": "ISO-8601-Timestamp"
}

Sources: federation/tamv-digital-nexus/supabase/functions/tamv-fusion-core/index.ts:100-120

4.2 Security and Compliance Telemetry

Sources: src/pages/wiki/metaverso-xr/RoadmapCivilizatorio.tsx:190-200

Conclusion

Sources: README.md, src/pages/wiki/metaverso-xr/RoadmapCivilizatorio.tsx:225-235

Resources

AI code review
Bug Bench
AI coding statistics
Coding standards
Agents
Wikis

View on GitHub