Deploy and operate agents on GCP using appropriate services such as Vertex AI, Agent Runtime, Cloud Run, Google Kubernetes Engine, Cloud Functions, BigQuery, Pub/Sub, Cloud Storage, Cloud Monitoring, and Cloud Logging. Develop custom tools, functioncalling interfaces, workflow agents, and integrations with enterprise APIs, databases, SaaS platforms, and internal systems.