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Introducing Gust Multi-Agent Runtime 2.0

Deterministic Orchestration for Autonomous AI Agents

Build, evaluate, and deploy mission-critical LLM workflows with sub-second feedback loops, dynamic context streaming, and end-to-end auditability.

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99.98%
Reliability SLA
< 140ms
Context Sync Latency
10M+
Daily Agent Steps
SOC 2
Type II Certified Ready
agent_orchestration_spec.ts
Node.js / Python SDK
// 1. Initialize Autonomous Agent Swarm with Claude 3.5 Sonnet & Aetheris Runtime
import { AgentMesh, DeterministicToolExecutor } from '@gust/core';

const mesh = new AgentMesh({
engine: 'claude-3-5-sonnet-20241022',
sandboxing: 'hardware-isolated',
memoryPolicy: 'vector-stream-hybrid'
});

// 2. Execute cross-modal multi-step workflow with telemetry
const result = await mesh.dispatch({
prompt: 'Audit Q3 financial data and reconcile against ERP anomalies',
evaluators: ['groundtruth-verifier', 'compliance-guardrail']
});

// [✓] Agent task verified. 14 steps executed. 0 hallucination score. Latency: 1.2s
Capabilities

Engineered for Enterprise-Scale Intelligence

Unlike simple prompt wrappers, Aetheris provides deterministic execution boundaries, sub-agent telemetry, and granular governance for complex systems.

Self-Healing Execution Trees

Detect step failures, loop traps, and semantic drift automatically. Agents recalculate recovery paths without human intervention.

Zero-Trust Guardrails

Granular permission matrices, prompt injection defenses, and realtime PII masking embedded directly at the model layer.

Stateful Memory Mesh

Unified episodic and semantic retrieval indices with millisecond query lookups, preserving long-term conversational fidelity.

System Design

Built on Next-Gen LLM Foundations

We leverage state-of-the-art frontier models like Anthropic's Claude 3.5 Sonnet to power deep reasoning, coding capabilities, and complex tool dispatching.

Hierarchical Agent Hierarchies

Planner agents break down multi-hour workflows and distribute parallel tasks to specialized worker instances.

Continuous Observability

Full OpenTelemetry export, token-by-token cost accounting, and exact reproduction replay logs for compliance.

Enterprise Sandbox

Isolated MicroVM execution environments preventing unintended filesystem or network side-effects.

ARCHITECTURE TOPOLOGY ACTIVE
Orchestrator (Claude 3.5 Sonnet)
Root
Researcher Worker Vector Stream
Synthesizer Worker Tool Execution
Security Guardrail Filter Passing
Target API / Database Connectors Postgres, Snowflake, GitHub, Slack
About Us

Pioneering Reliable Machine Intelligence

Aetheris AI is an applied AI research and infrastructure startup founded to solve the fundamental reliability problem in agentic workflows. We are building the foundational software layer that bridges non-deterministic neural networks with deterministic enterprise mission-critical software.

Backed by leading technologists and AI researchers, we are pioneering agent telemetry, verifiable reasoning models, and production runtime environments.

Mission

Empowering every developer to build agentic applications with 99.99% predictability and mathematical bounds.

Frontier AI Research

Actively advancing contextual steering, chain-of-thought verification, and multi-model collaboration architectures.

Enterprise Standards

Committed to end-to-end data privacy, on-premise air-gapped readiness, and ethical AI deployment.

Request Partner Access

We are actively onboarding design partners and high-growth engineering teams. Reach out directly to discuss enterprise deployment.

Official Startup Inquiries:

contact@gustj.site

Gust AI Inc. • San Francisco, CA & Seoul