GitHub user joeyutong added a comment to the discussion: [Discussion][Observability 2/2] Built-in Operational Metrics for Flink Agents
@weiqingy You're right—there is no Python normalization equivalent to Java `ToolResponse` today. I corrected my earlier reply and updated the proposal and PR documentation: Java maps an unsuccessful `ToolResponse` to failure, while Python maps resource preparation or invocation exceptions to failure and treats any normal return as success. We are retaining the Tool/MCP outcome metrics with these explicit runtime-specific semantics. Strict alignment is tracked in [#956](https://github.com/apache/flink-agents/issues/956) and will follow [#926](https://github.com/apache/flink-agents/pull/926). The Metrics implementation is now available in draft [#955](https://github.com/apache/flink-agents/pull/955). GitHub link: https://github.com/apache/flink-agents/discussions/901#discussioncomment-17880640 ---- This is an automatically sent email for [email protected]. To unsubscribe, please send an email to: [email protected]
