awslabs/amazon-bedrock-agentcore-samples
Aug 2025 – Aug 2025
1 Month active
Languages Used
Jupyter NotebookPython
Technical Skills
AWSNotebooksPythonSageMaker
Sanghwa Na
PROFILE
Sanghwa Na
Worked on AWS region handling and usage metrics enhancements across two repositories. In awslabs/amazon-bedrock-agentcore-samples, delivered improvements for SageMaker gateway notebooks by implementing a robust AWS region fallback mechanism and consolidating dependency management with a unified requirements.txt, using Python and Jupyter Notebook to reduce misconfigurations and streamline onboarding. In strands-agents/sdk-python, enhanced OpenAI model usage metrics by adding prompt-cache token reporting, aligning Python SDK metrics with TypeScript adapter behavior for consistent cross-language reporting. Focused on full stack development and testing, these contributions improved deployment reliability, cost tracking, and governance, addressing both infrastructure consistency and business value in production environments.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
2
Lines of code
306
Activity Months2
Your Network
1362 peopleWork History
June 2026
1 Commits • 1 Features
Jun 1, 2026June 2026 monthly summary for strands-agents/sdk-python: Delivered OpenAI Model Usage Metrics Enhancement by adding prompt-cache token reporting to usage metrics. Implemented capture and reporting of cached token usage to reflect cache hits in usage statistics, aligning Python SDK metrics with other model adapters and improving cost visibility and governance.
1 Commits • 1 Features
Jun 1, 2026June 2026 monthly summary for strands-agents/sdk-python: Delivered OpenAI Model Usage Metrics Enhancement by adding prompt-cache token reporting to usage metrics. Implemented capture and reporting of cached token usage to reflect cache hits in usage statistics, aligning Python SDK metrics with other model adapters and improving cost visibility and governance.
June 2026
August 2025
1 Commits • 1 Features
Aug 1, 2025Delivered AWS region handling improvements for SageMaker gateway notebooks in awslabs/amazon-bedrock-agentcore-samples, implementing a robust AWS_DEFAULT_REGION fallback to AWS_REGION with a default of us-east-1, and standardized dependency management with a unified requirements.txt, alongside notebook metadata updates to improve discoverability and consistency. This reduces regional misconfigurations and lowers maintenance overhead, enabling reliable multi-region usage and faster onboarding.
August 2025
1 Commits • 1 Features
Aug 1, 2025Delivered AWS region handling improvements for SageMaker gateway notebooks in awslabs/amazon-bedrock-agentcore-samples, implementing a robust AWS_DEFAULT_REGION fallback to AWS_REGION with a default of us-east-1, and standardized dependency management with a unified requirements.txt, alongside notebook metadata updates to improve discoverability and consistency. This reduces regional misconfigurations and lowers maintenance overhead, enabling reliable multi-region usage and faster onboarding.
Activity
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Quality Metrics
Correctness90.0%
Maintainability80.0%
Architecture90.0%
Performance80.0%
AI Usage40.0%
Skills & Technologies
Programming Languages
Jupyter NotebookPythonTypeScript
Technical Skills
AWSNotebooksPythonSageMakerTypeScriptfull stack developmenttesting
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline
strands-agents/sdk-python
Jun 2026 – Jun 2026
1 Month active
Languages Used
TypeScript
Technical Skills
TypeScriptfull stack developmenttesting