Runtime Architecture

The Runra Runtime is the open-source orchestration layer that connects AI agents to sandbox infrastructure. It provides a unified interface for agents to create sandboxes, execute code, and receive structured observability events — regardless of which agent, LLM, or sandbox provider you use.

Design Philosophy

Runra Runtime is built on three principles:

1. Agent-agnostic: Works with any AI coding agent (Claude Code, Codex, OpenCode, custom).
2. Provider-pluggable: Swap sandbox providers, LLM backends, and observability exporters without changing agent code.
3. Event-driven: All operations emit typed events that flow to your observability stack.

Architecture Layers

┌─────────────────────────────────────────┐
│          Your Application               │
│  (Next.js, Express, CLI tool, Worker)   │
└───────────────┬─────────────────────────┘
                │
┌───────────────▼─────────────────────────┐
│         Agent Adapters                  │
│  Claude Code │ Codex │ OpenCode │ Custom│
└───────────────┬─────────────────────────┘
                │
┌───────────────▼─────────────────────────┐
│          Runra Runtime                  │
│  ┌─────────────────────────────────────┐ │
│  │         Orchestrator                │ │
│  │  - Sandbox lifecycle management     │ │
│  │  - Tool execution dispatch          │ │
│  │  - Event bus                        │ │
│  └─────────────────────────────────────┘ │
│  ┌──────────────┬──────────────────────┐ │
│  │ Sandbox      │ Observability        │ │
│  │ Provider     │ Exporters            │ │
│  │ Interface    │ Interface            │ │
│  └──────────────┴──────────────────────┘ │
└───────────────┬─────────────────────────┘
                │
┌───────────────▼─────────────────────────┐
│         Sandbox Providers               │
│  Runra Sandbox │ CubeSandbox │ Docker   │
│  E2B          │ Custom                  │
└─────────────────────────────────────────┘

App Layer

Your application code. This is where you instantiate the Runra runtime, configure providers, and start agents. The runtime exposes a simple top-level API:

import { Runra } from "@runra/runtime";

const runra = new Runra({
  sandbox: { provider: "runra-sandbox", apiKey: "..." },
  agent: { provider: "claude-code", model: "claude-sonnet-4-20250514" },
  observability: { provider: "axiom", token: "..." },
});

await runra.start({ prompt: "Build a React todo app" });

Agent Adapter Layer

Agent adapters translate between Runra’s tool interface and each agent’s native protocol. See Agent Adapters for details.

Orchestrator (Runtime Core)

The core runtime manages:

• Sandbox lifecycle: Create, pause, resume, terminate sandboxes through the configured sandbox provider.
• Tool dispatch: When an agent requests a tool (e.g., bash, edit, read), the orchestrator routes it to the sandbox.
• Event bus: Every operation (sandbox created, command executed, file written) emits typed events.
• Concurrency: Manages parallel sandbox operations with configurable limits.

Provider Interfaces

The runtime defines two key interfaces:

Sandbox Provider Interface

interface SandboxProvider {
  create(config: SandboxConfig): Promise<SandboxHandle>;
  get(id: string): Promise<SandboxHandle>;
  list(opts?: ListOptions): Promise<SandboxHandle[]>;
  pause(id: string): Promise<void>;
  resume(id: string): Promise<void>;
  terminate(id: string): Promise<void>;
  execute(id: string, command: string, opts?: ExecuteOptions): Promise<ExecuteResult>;
  writeFile(id: string, path: string, content: string): Promise<void>;
  readFile(id: string, path: string): Promise<string>;
}

Observability Exporter Interface

interface ObservabilityExporter {
  export(events: RuntimeEvent[]): Promise<void>;
  flush(): Promise<void>;
}

Any implementation of these interfaces can plug into the runtime. See Sandbox Providers and Observability for built-in and custom implementations.

Event System

All runtime operations emit typed events. Events flow from the orchestrator to all configured observability exporters.

Event Schema

Every event has a common envelope:

interface RuntimeEvent {
  id: string;                // UUID
  timestamp: string;         // ISO 8601
  type: string;              // Event type discriminator
  sandboxId: string;         // Which sandbox
  runId: string;             // Which agent run
  data: Record<string, unknown>; // Type-specific payload
}

Event Types

Event Type	Description	Key Data Fields
sandbox.created	Sandbox provisioned	image, resources
sandbox.paused	Sandbox paused	runtimeDurationMs
sandbox.resumed	Sandbox resumed	pausedDurationMs
sandbox.terminated	Sandbox destroyed	totalRuntimeMs
exec.completed	Command finished	command, exitCode, stdout, stderr, durationMs
exec.streamed	Command output chunk	stream, content
file.created	File written	path, sizeBytes
file.read	File read	path
file.deleted	File removed	path
port.exposed	Port exposed	port, url
port.closed	Port closed	port
agent.thinking	Agent reasoning	thought
agent.tool_call	Tool request	tool, args
agent.tool_result	Tool response	tool, result
cost.runtime	Resource usage cost	cost, durationMs

Pluggable Design

Every component is pluggable. See the dedicated pages:

• Agent Adapters — Claude Code, Codex, OpenCode, custom
• LLM Providers — OpenAI, Anthropic, Gemini, local
• Sandbox Providers — Runra, Docker, E2B, custom
• Observability — Axiom, OpenTelemetry, JSONL, custom

Integration Flow

A typical agent run through the runtime:

1. Application calls runra.start({ prompt: "..." })
2. Orchestrator creates a sandbox via SandboxProvider
3. Agent adapter starts the agent with the prompt
4. Agent requests a tool (e.g., "run bash command")
5. Orchestrator dispatches to SandboxProvider.execute()
6. Result returned to agent
7. Agent processes output, requests next tool
8. Events emitted to ObservabilityExporters
9. Agent completes; sandbox paused or terminated

Next Steps

• Agent Adapters — connect AI agents
• Sandbox Providers — choose infrastructure
• Observability — export structured events
• Configuration Reference — all options