GCP AI Agent Evaluation and Continuous Monitoring
About This Architecture
Continuous evaluation architecture for AI agents on GCP featuring Cloud Run for agent serving, Vertex AI for model evaluation, BigQuery for evaluation metrics storage, Cloud Functions for automated test triggers, and Cloud Monitoring with alerting. Implements the shift from manual vibe checks to automated evaluation pipelines. Fork this diagram on Diagrams.so to customize the evaluation criteria or add additional agent testing stages for your AI reliability pipeline. Source: https://cloud.google.com/blog/topics/developers-practitioners
Architecture prompt
Continuous evaluation architecture for AI agents on GCP featuring Cloud Run for agent serving, Vertex AI for model evaluation, BigQuery for evaluation metrics storage, Cloud Functions for automated test triggers, and Cloud Monitoring with alerting. Implements the shift from manual vibe checks to automated evaluation pipelines. Fork this diagram on Diagrams.so to customize the evaluation criteria or add additional agent testing stages for your AI reliability pipeline. Source: https://cloud.goog...
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