Executive Abstract
During a coordinated ransomware or wiper attack, an endpoint generates tens of thousands of simultaneous filesystem, registry, DNS, and socket events per second. Traditional security agents built on monolithic polling loops suffer from head-of-line blocking: slow log enrichment or LLM inference starves the containment thread, allowing encryption to complete before isolation triggers.
AISwarm (implemented in alaskaswarm and sovereign-swarm and integrated directly into AlaskaCommand's 27-crate / 80-route apex binary) solves this by bringing telecom-grade Erlang/OTP supervision hierarchies to 100% memory-safe Rust via ractor and ractor_cluster.
1. The 3-Branch Supervision Tree Hierarchy
ApexSwarmSupervisor (OneForOne Root Supervisor • <50µs Dispatch)
├── 1. SensorSupervisor (OneForOne Fault Isolation)
│ ├── NetSentryActor ──► alaskanet Socket-to-PID & C2 Jitter
│ ├── CanarySentryActor ──► anvaya-canary !00_/zz_ Tripwires (<0.8ms)
│ ├── MemorySentryActor ──► alaskaforensics Live RAM Minidumps
│ └── DnsSentryActor ──► alaskasinkhole Entropy DGA Radar
├── 2. CognitiveSupervisor (RestForOne Ordered Pipeline)
│ ├── TriageCorrelatorActor ──► Cross-Vector Alert Fusion
│ ├── CandleInferenceActor ──► memmap2 AVX2 Quantized GGUF Reasoner
│ └── DeceptionPlannerActor ──► Dynamic Named-Pipe & Decoy Tarpits
└── 3. ActuatorSupervisor (OneForAll Atomic Consensus)
├── AirlockActuator ──► alaskaairlock WFP Sub-1ms Host Isolation
├── RecoveryActuator ──► alaskarecover VSS & CoW Rollback
└── MerkleNotaryActor ──► anvaya-audit Ed25519 FRE 902 Seal2. 3-Tier Priority Mailboxes & 1,450 MB RAM Ceiling
| Mailbox Tier | Queue Capacity | Latency SLA | Routed Events |
|---|---|---|---|
| Tier 0: CriticalContainment | Bounded (Non-Dropping) | < 0.8 ms | Canary tripwire hits, RAM key extraction, WFP host isolation |
| Tier 1: HighCognitive | Bounded (Ring Buffer) | < 45 ms | Cross-vector PID correlation, Candle GGUF tactical verdict |
| Tier 2: StandardTelemetry | Load-Shedding Backpressure | < 250 ms | Routine DNS queries, CIS baseline checks, Merkle batching |
3. Distributed mTLS LAN Gossip & 2-of-3 Airlock Quorum
Across multi-node enterprise enclaves, ractor_cluster establishes a mutual-TLS (mTLS) peer-to-peer LAN mesh with zero cloud brokers. When one workstation traps a zero-day ransomware hash or C2 IP, it broadcasts a signed SwarmThreatBulletin across the LAN in under 5 milliseconds, inoculating peer nodes before lateral movement can occur.
*(c) 2026 Dubay Tech & Alaska Sovereign Cyber Suite. Engineered by Anand Dubey (https://dubay.tech/aiswarm).*