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SYSTEM.LOG

ByteTect Labs

The Engineering Log for the Nexus Multi-Agent System.

We are building deterministic, high-security AI infrastructure for the enterprise. Read our architectural deep-dives, system updates, and research on deploying autonomous agents in production.

OMAS
Architecture January 1, 2026 • 6 min read

Project OMAS: Architecting the Enterprise Multi-Agent System

The enterprise AI market is treating stochastic text generators as operational databases. We are bypassing chat wrappers to build secure, deterministic LangGraph state machines.

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Architecture

Streaming the AI Monologue: UX for Multi-Agent Systems

Users hate loading spinners. We open-source our approach to intercepting LangGraph state changes via WebSockets, separating the agent's internal reasoning from its final output, and rendering interactive dashboards in real-time.

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Security & Data

Solving the Context Bloat: Role-Based Access in Vector Databases

RAG is dangerous if not permissioned correctly. A look into the ByteTect Librarian node, tenant-isolated Elasticsearch indices, and how we enforce rigid RBAC at the embedding layer before the LLM ever sees the data.

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Release Notes

v0.9.2 — Latest

Visual Critic Node integrated with Gemini 2.5 Flash for autonomous asset QA.

v0.9.1

Multi-tenant Elasticsearch indexing now live in production.

v0.9.0

Nexus Orchestrator deployed to early-access partners. Includes baseline WS streaming.

// EARLY ACCESS PREVIEW

Deploy Nexus in Your Enterprise

We are currently onboarding early-adopter partners for the Nexus Multi-Agent System. Stop wrestling with disjointed data pipelines and hallucinating wrappers.

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