CadreGPT Engineering & Research

Systems Architecture, AI Safety & Governed Execution

In-depth technical guides, benchmark analysis, and architectural blueprints for deploying deterministic, human-in-the-loop autonomous AI workforces.

Architectural diagram of CadreGPT Human-in-the-Loop workflow showing state transition from RUNNING to AWAITING_APPROVAL with transactional email and SSE dispatch

Featured Architectural Analysis

Governance 8 min read Oct 15, 2026

Human-in-the-Loop AI Governance: Architecting Deterministic Approval Gates in Enterprise Agents

How to architect deterministic human review gates, SSE approval drawers, BullMQ Redis locking, and state-machine invariance in enterprise AI agent platforms.

Alex Vance

Principal Enterprise Systems Architect

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Architectural diagram illustrating two-phase financial credit reservation and settlement for autonomous AI agents

Engineering

7 min read• Oct 14, 2026

Financial Invariance in Autonomous AI: Architecting Two-Phase Token & Credit Metering

How CadreGPT eliminates runaway AI compute bills using two-phase credit reservations, SERIALIZABLE isolation, and real-time token telemetry.

Sarah Chen

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Enterprise Governance Briefing

Architecting High-Trust Autonomous Agent Topologies

Explore how Fortune 500 enterprises deploy sandboxed autonomous AI agents with two-phase credit metering and deterministic human review gates.

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