Nested-memvid-agent, also known as Kestrel, is an open-source Python package providing a local-first, memory-native runtime for AI engineering agents. It enables developers to build and run autonomous agents entirely on their own machines with persistent memory capabilities. The project is hosted on GitHub and distributed via PyPI under the Apache-2.0 license.
nested-memvid-agent is an Autonomous agents & workflows product. It focuses on running AI engineering agents without relying on cloud services or losing context in memory. It is built as an open-source project for developers. nested-memvid-agent is open source under the Apache-2.0 license. nested-memvid-agent is available on the command line, and it can be self-hosted.
John MiracleWorker builds and maintains nested-memvid-agent, and the product first shipped in 2026. Development happens publicly on GitHub with 228 commits in the last 90 days. Key capabilities include Local-first Runtime, Memory-native Agent, and AI Engineering.
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