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README.md
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[](https://creativecommons.org/licenses/by/4.0/)
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[](https://africarxiv.ubuntunet.net/items/2af79f5d-ce68-4050-8b25-3bc9128c7232)
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[](https://zenodo.org/records/18005435)
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## 📖 Overview
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[](https://creativecommons.org/licenses/by/4.0/)
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[]()
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[](https://africarxiv.ubuntunet.net/items/2af79f5d-ce68-4050-8b25-3bc9128c7232)
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[](https://zenodo.org/records/18005435)
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> **Reference implementations for the architectural patterns defined in the book *"Contextual Engineering: Architecting Adaptable AI Agents for the Real World"* by Tobi Lekan Adeosun.**
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## 📖 Overview
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