Decentralized Memory &
Sovereign Community AI
Network.
An open community research lab and decentralized DAO created to empower humanity. We concentrate, preserve, refine, and protect collective human intelligence through 100% deterministic local-first runtimes and immutable P2P edge memory via Xavier.
The 4 Unified Core Pillars
The bedrock infrastructure powering every application in the SWAL network. Zero proprietary silos, 100% sovereign deterministic code.
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.
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).
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.
@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.
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
★ PROYECTO ESTRELLACognitive 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.
edge-mesh
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).
swal-agent-runner
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.
@swal/ui
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.
SaberParaTodos (WorldExams)
Decentralized Free Educational Testing Platform
Academic preparation and testing engine for 16+ countries with automated question generation and local-first AI evaluation.
Shelf
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.
OrionHealth
Privacy-First Health Assistant & SSI
Encrypted personal health ecosystem featuring Self-Sovereign Identity (SSI) on-device, automated sync engines, and offline medical records.
Isar Agent Memory
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.
SWAL Files
GPU-Accelerated Native Agentic File Manager
Ultra-fast file manager in native Rust powered by WGPU hardware rendering and integrated local agent context extraction.
Pocket Cerebro
Offline AI Assistant & Wearables Runtime
Mobile and wearable (WearOS) personal AI assistant running private on-device models with multi-tier memory synchronization.
Maloca
Community Governance & Council Assembly Hub
Universal governance module where humans and autonomous agent delegates deliberate, vote, and manage shared repositories.
GOS (Gastronomic Open Standard)
Open Culinary Data & Recipe Interoperability
Open standard and PWA for structured recipe documentation, nutritional analysis, and decentralized restaurant reviews.
ISO Compliance & Data Governance
Engineered from day one to satisfy rigorous international standards for security, privacy, cloud persistence, and agentic AI oversight.
ISO 27001:2022
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ISO 27701:2019
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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.
ISO 42001:2023
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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.
Local GPU Inference & Cloud Membership
Zero software paywalls. Compute runs locally whenever hardware is present. Cloud persistence is billed strictly at direct infrastructure cost.
Local GPU Acceleration
WebGPU · wgpu · Ollama · 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.
Cloudflare Edge & Partner Persistence
Backed by Cloudflare Global Edge & Zero-Knowledge Security
Trusted global infrastructure: we leverage Cloudflare as a foundational pillar for backend edge distribution, hyper-scalable serverless runtimes (Workers, Pages), and robust node perimeter security. For SWAL Partner members ($9/mo), memory vectors, embeddings, and encrypted blobs are distributed across Cloudflare Vectorize, Workers AI, and D1/R2 with zero-knowledge AES-256-GCM encryption.
Engineering Timeline & Commit Ledger
Verifiable proof of work: tracing the evolution of SWAL deep-tech cores, enterprise enclaves, and public application releases through deterministic commits.
Cores Unification & Deterministic VFS
Xavier cognitive memory engine, edge-mesh P2P CRDT data plane, swal-agent-runner VFS sandboxes, and @swal/ui Hive Dark design tokens reached 100% verified status.
GOS Release v1.0.0 & Public Recipe Standards
Gastronomic Open Standard normalized across 1,017 structured JSON files, with 509 recipes and complete E2E test suites (22 tests, 5 specs). Released under public open license.
Veedur-IA Private Enterprise Engine
Forensic SECOP II public procurement intelligence and whistleblower audit engine isolated as a confidential internal enterprise venture under strict operational security.
Desktop One-Click & Cloudflare Edge Resilience
Dual distribution milestone: One-click native desktop bundles (.dmg / .msi) with automatic background daemons and Cloudflare serverless edge persistence (Workers, Vectorize, D1).
Decentralized Governance & Community Handover
Founded by Brahyan Belalcázar as a community research lab. Full protocol governance will be formally transferred to the community DAO once verifiable network scale is reached.
Requires 100k active network nodes maintaining CRDT state.
Requires 100 verified public nodes of real community builders.
Direct ICANN domain cost ($15/yr). Cloudflare Edge tier $0 free tier with $350k startup scale eligibility. Software license $0 forever.
Every user device operates as a sovereign mesh node (P2P CRDT). Optional Partner Cloud Node persistence at direct compute cost ($9/mo).
Full protocol, smart contracts, and intellectual memory transferred to the community DAO once 100k active P2P nodes and 100 public human peers are verified.
The Xavier Radical Transparency Commitment
Upon reaching the 100k node milestone, SouthWest AI Labs will decentralize and expose its entire institutional memory through Xavier: complete project codebases, architectural decision records (ADRs), full development session histories, agent harnesses, and skill registries — queried intelligently and immutably across the P2P mesh.
> SWAL_CLI_SIMULATOR
Test live simulated commands against the Xavier memory core and edge-mesh network.