Category: Agentic Design Patterns

AI Stack: Products & Software

The AI Stack: Products & Software reference maps Well-Architected pillars to modern AWS, Azure, and open-source technologies used to build production AI agents with MCP, RAG, and LLM systems. It compares ingestion, transformation, retrieval, inference, evaluation, and observability layers to help teams choose managed vs open architectures. Pillar Capability AWS Azure Open Source Operational Excellence…

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Agentic Pattern – Reflection notebook code

code: https://github.com/krishnamanchikalapudi/examples.ipynb/blob/develop/LLM/Agentic%20Patterns/Parallelization.ipynb

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Agentic Pattern – Parallelization notebook code

code: https://github.com/krishnamanchikalapudi/examples.ipynb/blob/develop/LLM/Agentic%20Patterns/Parallelization.ipynb

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Agentic Pattern – Routing notebook code

Code: https://github.com/krishnamanchikalapudi/examples.ipynb/blob/develop/LLM/Agentic%20Patterns/Routing.ipynb

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Agentic Pattern – Prompt Chaining notenook code

code: https://github.com/krishnamanchikalapudi/examples.ipynb/blob/develop/LLM/Agentic%20Patterns/PromptChaining.ipynb

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