paseo/docs/ARCHITECTURE.md

Architecture

Paseo is a client-server system for monitoring and controlling local AI coding agents. The daemon runs on your machine, manages agent processes, and streams their output in real time over WebSocket. Clients (mobile app, CLI, desktop app) connect to the daemon to observe and interact with agents.

Your code never leaves your machine. Paseo is local-first.

System overview

┌─────────────┐    ┌─────────────┐    ┌─────────────┐
│  Mobile App  │    │     CLI     │    │ Desktop App │
│   (Expo)     │    │ (Commander) │    │  (Tauri)    │
└──────┬───────┘    └──────┬──────┘    └──────┬──────┘
       │                   │                  │
       │    WebSocket      │    WebSocket     │    Managed subprocess
       │    (direct or     │    (direct)      │    + WebSocket
       │     via relay)    │                  │
       └───────────┬───────┴──────────────────┘
                   │
            ┌──────▼──────┐
            │   Daemon    │
            │  (Node.js)  │
            └──────┬──────┘
                   │
      ┌────────────┼────────────┐
      │            │            │
┌─────▼─────┐ ┌───▼────┐ ┌────▼─────┐
│  Claude   │ │ Codex  │ │ OpenCode │
│  Agent    │ │ Agent  │ │  Agent   │
│  SDK      │ │ Server │ │          │
└───────────┘ └────────┘ └──────────┘

Packages

packages/server — The daemon

The heart of Paseo. A Node.js process that:

• Listens for WebSocket connections from clients
• Manages agent lifecycle (create, run, stop, resume, archive)
• Streams agent output in real time via a timeline model
• Exposes an MCP server for agent-to-agent control
• Optionally connects outbound to a relay for remote access

Key modules:

Module	Responsibility
bootstrap.ts	Daemon initialization: HTTP server, WS server, agent manager, storage, relay
websocket-server.ts	WebSocket connection management, hello/welcome handshake, binary multiplexing
session.ts	Per-client session state, timeline subscriptions, terminal operations
agent/agent-manager.ts	Agent lifecycle state machine, timeline tracking, subscriber management
agent/agent-storage.ts	File-backed JSON persistence at $PASEO_HOME/agents/
agent/mcp-server.ts	MCP server for sub-agent creation, permissions, timeouts
providers/	Provider adapters: Claude (Agent SDK), Codex (AppServer), OpenCode
relay-transport.ts	Outbound relay connection with E2E encryption
client/daemon-client.ts	Client library for connecting to the daemon (used by CLI and app)

packages/app — Mobile + web client (Expo)

Cross-platform React Native app that connects to one or more daemons.

• Expo Router navigation (/h/[serverId]/agents, etc.)
• DaemonRegistryContext manages saved daemon connections
• SessionContext wraps the daemon client for the active session
• Stream model handles timeline with compaction, gap detection, sequence-based deduplication
• Voice features: dictation (STT) and voice agent (realtime)

packages/cli — Command-line client

Commander.js CLI with Docker-style commands:

• paseo agent ls/run/stop/logs/inspect/wait/send/attach
• paseo daemon start/stop/restart/status/pair
• paseo permit allow/deny/ls
• paseo provider ls/models
• paseo worktree ls/archive

Communicates with the daemon via the same WebSocket protocol as the app.

packages/relay — E2E encrypted relay

Enables remote access when the daemon is behind a firewall.

• ECDH key exchange + AES-256-GCM encryption
• Relay server is zero-knowledge — it routes encrypted bytes, cannot read content
• Client and daemon channels with identical API (createClientChannel, createDaemonChannel)
• Pairing via QR code transfers the daemon's public key to the client

See SECURITY.md for the full threat model.

packages/desktop — Desktop app (Tauri)

Tauri wrapper for macOS, Linux, and Windows.

• Can spawn the daemon as a managed subprocess
• Native file access for workspace integration
• Same WebSocket client as mobile app

packages/website — Marketing site

TanStack Router + Cloudflare Workers. Serves paseo.sh.

WebSocket protocol

All clients speak the same binary-multiplexed WebSocket protocol.

Handshake:

Client → Server:  WSHelloMessage { id, clientId, version, timestamp }
Server → Client:  WSWelcomeMessage { clientId, daemonVersion, sessionId, capabilities }

Message types:

• agent_update — Agent state changed (status, title, labels)
• agent_stream — New timeline event from a running agent
• workspace_update — Workspace state changed
• agent_permission_request — Agent needs user approval for a tool call
• Command-response pairs for fetch, list, create, etc.

Binary multiplexing:

Terminal I/O and agent streaming share the same connection via BinaryMuxFrame:

• Channel 0: control messages
• Channel 1: terminal data
• 1-byte channel ID + 1-byte flags + variable payload

Agent lifecycle

initializing → idle → running → idle (or error → closed)
                 ↑        │
                 └────────┘  (agent completes a turn, awaits next prompt)

• AgentManager tracks up to 200 timeline items per agent
• Timeline is append-only with epochs (each run starts a new epoch)
• Events stream to all subscribed clients in real time
• Agent state persists to $PASEO_HOME/agents/{cwd-with-dashes}/{agent-id}.json

Agent providers

Each provider implements a common AgentClient interface:

Provider	Wraps	Session format
Claude	Anthropic Agent SDK	~/.claude/projects/{cwd}/{session-id}.jsonl
Codex	CodexAppServer	~/.codex/sessions/{date}/rollout-{ts}-{id}.jsonl
OpenCode	OpenCode CLI	Provider-managed

All providers:

• Handle their own authentication (Paseo does not manage API keys)
• Support session resume via persistence handles
• Map tool calls to a normalized ToolCallDetail type
• Expose provider-specific modes (plan, default, full-access)

Data flow: running an agent

1. Client sends CreateAgentRequestMessage with config (prompt, cwd, provider, model, mode)
2. Session routes to AgentManager.create()
3. AgentManager creates a ManagedAgent, initializes provider session
4. Provider runs the agent → emits AgentStreamEvent items
5. Events append to the agent timeline, broadcast to all subscribed clients
6. Tool calls are normalized to ToolCallDetail (shell, read, edit, write, search, etc.)
7. Permission requests flow: agent → server → client → user decision → server → agent

Storage

$PASEO_HOME/
├── agents/{cwd-with-dashes}/{agent-id}.json   # Agent state + config
├── projects/projects.json                      # Project registry
├── projects/workspaces.json                    # Workspace registry
└── daemon.log                                  # Daemon trace logs

Deployment models

1. Local daemon (default): paseo daemon start on 127.0.0.1:6767
2. Managed desktop: Tauri app spawns daemon as subprocess
3. Remote + relay: Daemon behind firewall, relay bridges with E2E encryption