System Architecture

Deep dive into the underlying multi-agent simulation framework.

DeployPilotOS is a full-stack Next.js application that operates as a completely autonomous System Reliability Engineering (SRE) agent.

1. Data Ingestion Layer

The frontend continuously polls the simulated data store for metrics across CPU, Memory, and Network latency. In a production environment, this layer acts as an adapter for Datadog or Prometheus.

2. The Diagnosis Engine (LLM)

When anomaly thresholds are breached, the incident payload (logs, stack traces, git commit diffs) is injected into the Diagnosis Engine. This engine leverages OpenAI's structured outputs to produce a deterministic rootCause and a confidenceScore.

3. State Management

We use an in-memory client-side store combined with localStorage persistence. A global pub-sub event listener synchronizes state across the React component tree (e.g., updating the Command Palette instantly when a new incident is detected).

4. Realtime Voice Interfacing

The application natively integrates with OpenAI Voice (Streaming realtime audio) to allow operators to enter a "Voice War Room". Voice commands are transcibed, analyzed for intent, and mapped to specific runbook execution functions.