Mandy Control Tower: AI-Native Infrastructure

The Control Tower is the unified infrastructure management, monitoring, and autonomous orchestration hub for the Mandy ecosystem. It transforms a collection of Docker containers into a self-healing, agent-managed platform.

🌟 Key Capabilities

• Unified Ingress: A single "Front Door" for the Public API, Management Dashboard, and Analytics — with SSL/TLS termination and access control handled centrally.
• Smart Sequential Orchestration: Dependency-aware startup logic for the inference stack, preventing resource contention during initialization.
• Resident Engineer (Agentic SRE): An autonomous agent that monitors system pulse, analyzes logs, and performs corrective actions — using a cloud LLM for fast, lightweight SRE analysis.
• MCP Toolbox: A standards-based Model Context Protocol (MCP) host that dynamically discovers and executes tools for container management and system monitoring.
• Black Box Audit Trail: Every agent decision and system event is logged with full reasoning and snapshots for production auditability.
• Anomaly Detection: Baseline profiling of GPU and system resources enables early detection of service degradation before it becomes an outage.

🛠️ Architecture

The ecosystem is organized into three tiers:

1. Infrastructure Tier: Reverse proxy, management API, dashboard UI, and observability (metrics + alerting).
2. Application Tier: The RAG engine, task queue, and supporting data services.
3. Model Tier: Local inference services and embedding/reranking pipelines.

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Status: Internal Tool / Core Infrastructure