SWAL COMMUNITY RESEARCH LAB 2026 | BELA Colombia & Open Mesh

Decentralized Memory &
Sovereign Human AI
Network.

A community laboratory created to empower humanity by concentrating, preserving, refining, and protecting human collective knowledge with 100% deterministic management and immutable P2P decentralization via Xavier.

Network Telemetry [ Simulated Data / Benchmark ]
100k
Target DAO Nodes
< 15 ms
CRDT P2P Sync
ISO 27001
Security Ready
EDGE-MESH P2P DATOS SIMULADOS
Nodes: 124 Sync: 14.2 ms Crypto: ML-DSA-65
❖ Interactive 3D Mesh Β· Drag to rotate
CANONICAL ARCHITECTURE

The 4 Unified Core Pillars

The bedrock infrastructure powering every application in the SWAL network. Zero proprietary silos, 100% sovereign deterministic code.

🧠 Cognitive Core

Xavier

Cognitive Agentic Memory Engine

Unified high-performance memory daemon in Rust. Combines multi-tier vector indexing, GraphRAG knowledge graphs, and sealed pack verification to ensure agents never lose context across sessions.

L0-L3 Memory Hierarchy
SQLite-vec & Embeddings
GraphRAG Context
XTSP / MCP Server
Inspect Source
🌐 Libp2p / Rust

edge-mesh

P2P CRDT & Post-Quantum Data Plane

Decentralized peer-to-peer transport layer syncing devices without central servers. Implements state-based CRDTs, multi-tenant namespaces, and post-quantum identity (ML-DSA-65 / ML-KEM-768).

State-based CRDT Sync
Quantum-Safe Cryptography
Tor & Onion Routing
Zero Cloud Dependency
Inspect Source
πŸ€– VFS Isolation

swal-agent-runner

Autonomous Sandboxed Agent Engine

Deterministic execution harness for autonomous AI agents. Features complete virtual filesystem (VFS) isolation, capability grants, and GitCore 3.8 parallel task delegation.

VFS Sandboxing
GitCore 3.8 Protocol
WASM Extension Hooks
Autonomous Task Waves
Inspect Source
🎨 Svelte 5 / Tokens

@swal/ui

Hive Dark Modular Design System

Canonical design system engineered in Svelte 5 and Tailwind CSS 4. Standardizes visual tokens, accessible cybernetic HUDs, and unified cross-platform interfaces.

Svelte 5 Runes Native
Hive Dark Design Tokens
WCAG AAA Accessibility
Modular HUD Widgets
Inspect Source
CANONICAL PORTFOLIO

SWAL Ecosystem (18 Apps)

Explore all live and active decentralized applications. Every app includes complete Pro capabilities out of the box with zero subscriptions.

Xavier

β˜… PROYECTO ESTRELLA
Production

Cognitive Agentic Memory Engine & GraphRAG

High-performance persistent memory core in Rust for autonomous AI agents. Multi-tier vector indexing, GraphRAG knowledge graphs, and sealed pack verification.

RustAxumSQLite-vecDockerMCP / XTSP

edge-mesh

Production

P2P Data Plane & Post-Quantum Network

Decentralized peer-to-peer data plane with real-time CRDT synchronization, gossip protocol, and post-quantum cryptographic identity (ML-DSA-65 / ML-KEM-768).

Rustlibp2pTokioCRDT / YjsPost-Quantum

swal-agent-runner

Beta

Autonomous Agent Runtime & VFS Sandboxes

Secure, sandboxed execution runtime for local AI agents with virtual filesystem isolation, role-based orchestration, and GitCore 3.8 task execution.

RustVFSWASMGitCore 3.8

@swal/ui

Production

Unified Hive Dark Design System

Modular, accessible design system engineered in Svelte 5 and Tailwind CSS 4, defining the visual identity and interaction patterns across the SWAL network.

Svelte 5Tailwind CSS 4Design Tokens

SaberParaTodos (WorldExams)

Production

Decentralized Free Educational Testing Platform

Academic preparation and testing engine for 16+ countries with automated question generation and local-first AI evaluation.

Astro 6Svelte 5TypeScriptTailwind CSS

Shelf

Production

Offline-First POS & Inventory Engine

Point of sale and inventory management PWA with peer-to-peer CRDT sync. Sell anywhere without internet or expensive proprietary cloud cash registers.

React 19TypeScriptYjsIndexedDBCRDT

OrionHealth

Active

Privacy-First Health Assistant & SSI

Encrypted personal health ecosystem featuring Self-Sovereign Identity (SSI) on-device, automated sync engines, and offline medical records.

FlutterDartEncrypted SQLiteSSI

Isar Agent Memory

Published

On-Device Semantic Memory for Dart & Flutter

High-performance vector memory and knowledge graph package published on pub.dev for offline-first Flutter AI applications.

Dartpub.devIsar DatabaseEmbeddings

SWAL Files

Active

GPU-Accelerated Native Agentic File Manager

Ultra-fast file manager in native Rust powered by WGPU hardware rendering and integrated local agent context extraction.

RustWGPUTokiomacOS QuickLook

Pocket Cerebro

Active

Offline AI Assistant & Wearables Runtime

Mobile and wearable (WearOS) personal AI assistant running private on-device models with multi-tier memory synchronization.

FlutterWearOSIsarONNX Runtime

Maloca

Active

Community Governance & Council Assembly Hub

Universal governance module where humans and autonomous agent delegates deliberate, vote, and manage shared repositories.

Svelte 5SurrealDBCRDTGovernance DAO

GOS (Gastronomic Open Standard)

Active

Open Culinary Data & Recipe Interoperability

Open standard and PWA for structured recipe documentation, nutritional analysis, and decentralized restaurant reviews.

AstroJSON SchemaFlutter PWA
STANDARDS & CYBERNETIC SECURITY

ISO Compliance & Data Governance

Engineered from day one to satisfy rigorous international standards for security, privacy, cloud persistence, and agentic AI oversight.

iso.270012022.badge iso.270012022.coverage

ISO 27001:2022

iso.270012022.name

iso.270012022.desc

βœ” βœ” By-Design Architecture
iso.277012019.badge iso.277012019.coverage

ISO 27701:2019

iso.277012019.name

iso.277012019.desc

βœ” βœ” By-Design Architecture
Cloud Zero-Knowledge Zero-Knowledge Persistence

ISO 27017 / 27018

Cloud Security & PII Protection in Cloud

Cloud persistence nodes store only encrypted raw bytes. Storage providers possess zero capability to inspect or parse payload data.

βœ” βœ” By-Design Architecture
iso.420012023.badge iso.420012023.coverage

ISO 42001:2023

iso.420012023.name

iso.420012023.desc

βœ” βœ” By-Design Architecture

Private Mesh & Tor / Onion Transport Layer

SWAL allows any collective, enterprise, or community to spin up private encrypted P2P mesh networks spanning from 1 to thousands of nodes. Network packets utilize end-to-end ChaCha20-Poly1305 encryption, optional Tor / Onion transport routing, and post-quantum ML-KEM encapsulation, ensuring complete resistance against eavesdropping, ISP tracking, and traffic analysis.

Private Mallas (1-N)
Isolated subnets for closed teams
Onion Transport
Tor-hidden routing for peer discovery
Role-Based ACL
Least-privilege cybernetic access
COMPUTE & PERSISTENCE

Local GPU Inference & Cloud Membership

Zero software paywalls. Compute runs locally whenever hardware is present. Cloud persistence is billed strictly at direct infrastructure cost.

⚑
100% Free & Private

Local GPU Acceleration

WebGPU Β· wgpu Β· Ollama Β· llama.cpp

If your device is equipped with a dedicated or integrated GPU (NVIDIA RTX, Apple Silicon M-series, AMD, Vulkan), SWAL applications run LLM and visual inference locally. Your prompts, embeddings, and context never leave your silicon.

βœ” Zero latency overhead
βœ” 100% Offline execution
βœ” Zero API tokens consumed
☁️
Cost-Only Pricing

Partner Cloud Persistence

Encrypted Multi-Region Redundancy

Optional off-site persistence membership for continuous cloud backup and multi-device sync across continents. Pricing is strictly transparent: you only pay for the raw cloud resources consumed (storage, bandwidth, fallback LLM tokens).

βœ” Zero software markup ($0 license fee)
βœ” End-to-end encrypted storage blobs
βœ” Tiered pricing starting at real VPS cost
GOVERNANCE ROADMAP

Decentralized Governance & Community Handover

Founded by Brahyan BelalcΓ‘zar as a community research lab. Full protocol governance activates immediately once up to 2 maintainer nodes are operational: SWAL itself as node 1, and any peer node scanned and promoted to maintainer by Xavier.

Maintainer Nodes (DAO Quorum) 1 / 2 (50%)

DAO governance operates with up to 2 maintainer nodes: SWAL Genesis (1) + 1 peer promoted by Xavier.

Peers Scanned by Xavier 14,820 Peers (28 Candidate Nodos)

Continuous telemetry scanning and health evaluation for promotion to maintainer status.

NODE ECONOMICS Self-Sustaining
100% On-Device

Every user device operates as a sovereign mesh node (P2P CRDT) with zero licensing costs. Optional Partner Cloud Node persistence available at direct infrastructure cost.

DUAL-MAINTAINER GENESIS Phase 1 Activation
2 Maintainer Quorum

Full DAO governance and protocol stewardship unlock as soon as 2 maintainer nodes are active: SWAL Genesis (active) and 1 peer node scanned and promoted by Xavier.

πŸ”“

The Xavier Radical Transparency Commitment

Upon activating the 2-maintainer node quorum, SouthWest AI Labs decentralizes and exposes its institutional memory through Xavier: complete project codebases, architectural decision records (ADRs), full development session histories, agent harnesses, and skill registries β€” queried immutably across the P2P mesh.

INTERACTIVE HUD TERMINAL

> SWAL_CLI_SIMULATOR

Test live simulated commands against the Xavier memory core and edge-mesh network.

swal@mesh-node-01:~
TLS 1.3 / ML-KEM-768
SWAL Mesh Core v1.0.0-PROD (Linux x86_64)
Connected to P2P Edge-Mesh via ML-DSA-65 post-quantum transport.
[βœ“] Xavier Memory Core: ACTIVE (P2P Service)
[βœ“] Local CRDT Storage: SQLite-vec sync OK
[βœ“] GPU Acceleration: NVIDIA RTX / WebGPU Active
[βœ“] ISO 27001 Controls: SGSI Active (Encrypted Blobs)
Type "help" to view available cybernetic commands.
>
SW
SouthWest AI Labs (SWAL)

SouthWest AI Labs (SWAL) is an open community deep-tech research lab created to empower humanity by preserving, refining, and decentralizing human collective knowledge using deterministic tools, Xavier, and sovereign P2P networks.

Founder & Creator: Brahyan BelalcΓ‘zar (@iberi22 / "ElBeRi")
Security & Standards
  • βœ” ISO 27001:2022 (ISMS)
  • βœ” ISO 27701:2019 (PIMS)
  • βœ” ISO 42001:2023 (AI AIMS)
  • βœ” P2P Tor / Onion Transport
  • βœ” 2-Maintainer DAO Handover
Β© 2026 SouthWest AI Labs (SWAL). AGPL-3.0 / MIT Open Source.