boundary-envelope is an open-source Python package providing a harness for tool-calling AI agents. It supports envelopes, staging gates, scheduling, and post-run evaluation, enabling developers to structure, manage, and analyze agent workflows. Ideal for AI developers building autonomous agent systems.
In the Autonomous agents & workflows space, boundary-envelope takes a focused approach. It focuses on managing and evaluating tool-calling AI agents with structured workflows and post-run analysis. It is built as an open-source project for AI developers. boundary-envelope is open source under the MIT license. It runs on the command line, and it can be self-hosted.
It is developed by mavaali, and the product first shipped in 2026. Development happens publicly on GitHub with 62 commits in the last 90 days. Key capabilities include tool calling, staging gates, and scheduling.
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