Self-hosted agent safety infrastructure

Let AI move fast without acting blindly.

Agent Handoff pauses risky or uncertain work, creates a durable review ticket, notifies a human, records the decision, and lets the agent resume. Your data stays in your environment.

Buy Production Kit See how it works

One-time purchase No vendor cloud Perpetual v1.x license

Agent Handoff Production Kit product cover

Production-ready foundations

The approval layer your agents are missing.

Use Agent Handoff across OpenClaw, MCP-compatible tools, custom Python agents, and other frameworks that can call an API.

Durable human review

Create approval tickets with strict state transitions, idempotency, audit events, and conflict protection.

Framework-neutral

Connect through the included Python SDK, REST API, or MCP server instead of locking into one agent stack.

Self-hosted by design

Run FastAPI, PostgreSQL, and the notification worker in your own environment with Docker Compose.

Feishu approvals

Send durable notifications and process approve or reject card callbacks with retries and signed webhooks.

Operational visibility

Health checks, request IDs, JSON logs, Prometheus metrics, and a complete decision trail are included.

Commercial licensing

Offline Ed25519 license verification works without calling a vendor licensing server.

Simple integration

Check. Handoff. Resume.

Your agent submits the context and recommended actions. A reviewer decides in the configured channel, and the agent receives a durable result.

from handoff_sdk import HandoffClient

with HandoffClient(base_url=URL, api_key=API_KEY) as client:
    check = client.check_confidence(
        context=[{"role": "user", "content": "Delete old records"}],
        scenario="operations",
    )

    if check["should_handoff"]:
        ticket = client.create_ticket(
            agent_id="ops-agent",
            scenario="operations",
            reason=check["reason"],
            context={"summary": "Destructive operation requested"},
        )
        decision = client.wait_resolution(ticket["id"])

Launch edition

Agent Handoff Production Kit v1

$149 USD, one time

Complete self-hosted source package
Perpetual right to use purchased v1.x versions
Up to 3 license activations
Python SDK, MCP server, API, and Feishu integration
Deployment, architecture, and security documentation
No recurring subscription

Buy now for $149

Frequently asked questions

Know what you are buying.

Does the software send my agent data to Ray2222 Software?

No. Agent Handoff is self-hosted and contains no required vendor telemetry. Data only leaves your installation through destinations you configure, such as Feishu or webhooks.

Do I need to pay a subscription?

No. The v1 Production Kit is sold as a one-time purchase. Your purchased v1.x release remains usable under the license terms.

Is installation included?

The package includes deployment documentation and Docker Compose configuration. Hands-on installation and custom integration work are not included in the $149 product price.

Can I redistribute or resell the source code?

No. The standard license is for your own permitted deployments. Redistribution, sublicensing, and OEM use require separate written permission.

What technical skills are required?

You should be comfortable with Docker, environment variables, HTTP APIs, PostgreSQL backups, TLS, and normal production operations.