hardrails is an open-source reference implementation for bounded network agents, providing deterministic boundaries around non-deterministic agents. It is designed for developers working on AI agent frameworks and network automation, supporting MCP and guardrails for safer agent operation.
In the Autonomous agents & workflows space, hardrails takes a focused approach. It focuses on implementing deterministic boundaries and guardrails for non-deterministic network agents. It is built as an open-source project for developers building or managing AI agents and network automation systems. hardrails is open source under the Apache-2.0 license. hardrails is available on the command line.
hardrails first shipped in 2026. Key capabilities include deterministic boundaries, network automation, and agent framework. It exposes integrations via an MCP server.
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