agentic-paradigm-ladder is an open-source Python package providing executable and tested implementations for advanced agent-engineering concepts, including genomes, evolution, capability contracts, workflow compilation, and skill-contract test harnesses. It is designed for developers building and evaluating autonomous agent systems.
In the Autonomous agents & workflows space, agentic-paradigm-ladder takes a focused approach. Enabling developers to implement and test advanced agent-engineering workflows and skill contracts efficiently. agentic-paradigm-ladder is an open-source project aimed at AI and agent-framework developers. The project is open source (MIT). agentic-paradigm-ladder is available on the command line.
It is developed by nguyenminhduc9988, and the product first shipped in 2026. The project is developed in the open on GitHub with 10 commits in the last 90 days. Among its 5 catalogued features are workflow compiler, skill-contract test harness, and agent evolution.
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