strands-agents/sdk-python
Aug 2025 – Aug 2025
1 Month active
Languages Used
Python
Technical Skills
API IntegrationAmazon BedrockBackend DevelopmentMetricsOpenTelemetryTelemetry
Oz Altagar
PROFILE
Oz Altagar
Developed enhanced observability for the Amazon Bedrock integration within the strands-agents/sdk-python repository by implementing cached token metrics tracking. This work extended the Usage TypedDict to include cacheReadInputTokens and cacheWriteInputTokens, enabling detailed visibility into cache reads and writes and their impact on token usage. Leveraging Python and OpenTelemetry, the developer updated EventLoopMetrics to accumulate and record these new metrics, while also improving the metrics summary to surface cached-token data for better performance and cost analysis. Comprehensive test coverage was delivered to validate metrics collection and ensure robust observability, demonstrating a strong focus on backend development and telemetry.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
83
Activity Months1
Your Network
1680 peopleWork History
August 2025
1 Commits • 1 Features
Aug 1, 2025In August 2025, the Strands SDK Python team delivered enhanced observability for the Amazon Bedrock integration by adding cached token metrics tracking. This enables visibility into cache reads/writes and their impact on token usage, driving better performance and cost decisions. The change extends the Usage TypedDict to include optional cacheReadInputTokens and cacheWriteInputTokens, updates EventLoopMetrics to accumulate and record these metrics via OpenTelemetry instrumentation, and enhances the metrics summary to surface cached-token metrics. Includes comprehensive test coverage to ensure functionality and observability. Repository: strands-agents/sdk-python.
1 Commits • 1 Features
Aug 1, 2025In August 2025, the Strands SDK Python team delivered enhanced observability for the Amazon Bedrock integration by adding cached token metrics tracking. This enables visibility into cache reads/writes and their impact on token usage, driving better performance and cost decisions. The change extends the Usage TypedDict to include optional cacheReadInputTokens and cacheWriteInputTokens, updates EventLoopMetrics to accumulate and record these metrics via OpenTelemetry instrumentation, and enhances the metrics summary to surface cached-token metrics. Includes comprehensive test coverage to ensure functionality and observability. Repository: strands-agents/sdk-python.
August 2025
Activity
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Quality Metrics
Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
API IntegrationAmazon BedrockBackend DevelopmentMetricsOpenTelemetryTelemetry
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