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1. my-aws-cdk-examples my-aws-cdk-examples Public

   A collection of AWS CDK Python examples with architecture diagrams for frequently used AWS services

   Python 123 32

2. my-adk-python-samples my-adk-python-samples Public

   A collection of Python agent samples built with the Google Agent Development Kit (ADK), demonstrating integrations with services like BigQuery and Vertex AI Search.

   Jupyter Notebook 21 7

3. my-aws-journey-2019-2025.md my-aws-journey-2019-2025.md

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   # A Curated Collection of My Work at AWS (2019 ~ 2025)

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   This document curates my professional activities during my 5 years and 10 months at AWS (from August 2019 to May 2025), including blog posts, presentation decks, YouTube videos, and open-source GitHub projects. The content primarily focuses on cloud computing with AWS, covering topics such as Generative AI, LLMs, RAG, Data Analytics, Machine Learning, MLOps, and System Architecture.

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   ## Table of Contents

4. explicit-prompt-caching-demo explicit-prompt-caching-demo Public

   Hands-on GPT-5.6 explicit prompt caching experiments with the OpenAI Responses API

   Jupyter Notebook 1 1

5. direct-vs-programmatic-tool-calling direct-vs-programmatic-tool-calling Public

   A notebook-first benchmark comparing Direct and Programmatic Tool Calling across deterministic inventory, incident investigation, and refund approval workflows, with quality gates, token usage, lat…

   Jupyter Notebook 1

6. tool-search-prompt-caching-benchmarks tool-search-prompt-caching-benchmarks Public

   Interactive Jupyter benchmarks comparing eager tool loading with hosted tool search and explicit prompt caching using the OpenAI Responses API.

   Jupyter Notebook