OpenClaw + RemoteAgent: private AI, structured coding workflows.
OpenClaw is a powerful self-hosted AI gateway with broad model support and messaging integrations. RemoteAgent adds the structured coding agent layer on top — multi-project management, async task control, and a developer-focused dashboard.
What is OpenClaw?
OpenClaw is an open-source, self-hosted personal AI assistant that runs entirely on your own machine — Mac, Windows, or Linux. It supports multiple AI providers including Anthropic Claude, OpenAI GPT, and local models, and integrates natively with messaging platforms like Telegram, WhatsApp, Discord, iMessage, Slack, and Signal. Beyond chat, OpenClaw has deep system access: it can read and write files, execute shell commands, and control a browser. It exposes a local dashboard at localhost:18789 and runs as a background daemon. Its philosophy is full data ownership — your context, memory, and prompts live on your infrastructure, not in a walled garden. It also supports 50+ integrations (GitHub, Gmail, Obsidian, and more) through an extensible skill system.
What RemoteAgent adds to OpenClaw
RemoteAgent doesn't replace OpenClaw — it wraps it. The AI engine stays exactly as you configured it. RemoteAgent adds the control plane: a Telegram bot, an always-on daemon, async notifications, and a web dashboard.
- ✓Structured coding agent workflow — while OpenClaw's Telegram integration is general-purpose, RemoteAgent is purpose-built for software development: /push, /repo, session history, and a developer dashboard.
- ✓Multi-project management with /repo — register multiple codebases and switch between them instantly. OpenClaw's native setup requires separate configuration per project.
- ✓Developer-focused dashboard — session history per project, agent status monitoring, team access control. Designed for engineering workflows, not general chat.
- ✓Async coding task notifications — get a Telegram ping specifically when a coding session completes or errors, with session metadata visible in the dashboard.
- ✓Team access for dev teams — grant multiple Telegram users access to specific agents and projects, with the RemoteAgent permission model.
- ✓Per-project runner configuration — mix OpenClaw with other runners (Claude SDK, Aider) across different projects, all managed from one bot.
- ✓Agent offline monitoring — immediate alert if the OpenClaw daemon or your server goes down, before you try to send a command.
OpenClaw alone vs OpenClaw + RemoteAgent
| Feature | OpenClaw alone | + RemoteAgent |
|---|---|---|
| Telegram support | ✓ Native, general-purpose assistant | ✓ Purpose-built for coding agent workflows |
| Multi-project switching | ✗ Manual config per project | ✓ /repo command, instant context switch |
| Agent offline monitoring | ✗ Not available | ✓ Instant Telegram alert |
| Session history & audit log | ✗ Browser Control UI (general, no per-project log) | ✓ Session log, agent status, per-project view |
| Team access | ✗ Workspace isolation, not project-level | ✓ Up to 5 Telegram users, per-project control |
| Supported AI providers | ✓ Claude, OpenAI, local models | ✓ Same — RemoteAgent doesn't restrict providers |
| Local model support | ✓ Full (Ollama, LM Studio, etc.) | ✓ Same — all local models preserved |
| Code / prompt privacy | ✓ Fully local | ✓ Same — relay carries commands, not code |
| Filesystem & shell access | ✓ Full system access | ✓ Same — OpenClaw capabilities unchanged |
| Mixed runners (Claude + Aider + OpenClaw) | ✗ Single gateway | ✓ Different runner per project from one bot |
| 50+ platform integrations | ✓ GitHub, Gmail, Obsidian, smart home… | ✗ RemoteAgent focuses on coding tasks only |
| Requires OpenClaw daemon running | ✓ Yes | ✓ Yes — OpenClaw must be active on your server |
Real-world use cases
Your team uses OpenClaw with a local Llama model — zero data leaves the office. But you have five active projects. With RemoteAgent wrapping OpenClaw, each project gets its own agent entry. Developers switch with /repo project-name, send a coding task, and get a notification when done. The RemoteAgent dashboard gives the team lead visibility into what ran, when, and for how long.
In financial, healthcare, or government projects, source code cannot reach external APIs. OpenClaw keeps the AI fully local. RemoteAgent's relay only carries the Telegram message text — the actual prompt and code context stays on your infrastructure. You gain mobile async control without breaking compliance.
You're benchmarking a new Qwen or Mistral model via Ollama on your dev server. OpenClaw routes your requests to it. With RemoteAgent, you can fire off coding tasks from your phone, let the local model work, and review the git diff in your dashboard — no terminal babysitting, no SSH session to maintain.
OpenClaw's native Telegram handles your general assistant tasks — calendar, email, smart home. RemoteAgent handles your coding agent sessions — the structured, project-scoped tasks that need session history and a dashboard. Both use Telegram but serve different workflows. You can run them side by side.
When OpenClaw alone is enough
RemoteAgent isn't for everyone. If any of these describe you, you probably don't need it:
- –You only need a general-purpose AI assistant, not a structured coding agent workflow.
- –You have a single project and OpenClaw's native Telegram integration already covers your needs.
- –You rely on OpenClaw's 50+ integrations (Gmail, smart home, Obsidian) and don't need the coding-specific features RemoteAgent adds.
- –You prefer OpenClaw's full interactive session model over single-shot coding tasks.
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curl -fsSL https://remoteagent.chat/install | bash