
Architecting a Production Multi-Agent Swarm with Google ADK & MCP
Build a production-ready multi-agent travel concierge on Google Cloud using Google ADK, the Supervisor pattern, MCP tool boundaries, and BigQuery.
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11 articles indexed under this topic

Build a production-ready multi-agent travel concierge on Google Cloud using Google ADK, the Supervisor pattern, MCP tool boundaries, and BigQuery.

A production guide to bootstrapping Offvia, an AI travel concierge on Google Cloud: bypassing weeks of IAM red tape, Express Mode, and Pydantic v2 data contracts.

Build a production-ready GCP data orchestration layer with Managed Service for Apache Airflow, Cloud Workflows, Dataform, and BigQuery.

Build a production BigQuery Medallion Lakehouse with Google Cloud Dataform: incremental SQLX models, late-arrival deduplication, quarantine tables, assertions, and release workflows.

Build a reliable BigQuery transformation layer with Medallion architecture, Dataform or dbt, incremental processing, deduplication, and practical data-quality controls.

Build a resilient GCP streaming pipeline with Pub/Sub, Apache Beam on Dataflow, raw-event landing, quarantine handling, event-time windows, and BigQuery Storage Write API sinks.

A practical guide to choosing between Pub/Sub BigQuery subscriptions, Dataflow, the BigQuery Storage Write API, and batch loads—without over-engineering the path.

A practical, end-to-end GCP data engineering lab covering Cloud Storage, BigLake external connections, partitioned and clustered BigQuery, materialized views, Time Travel, and authorized views.

A step-by-step architectural guide to core Google Cloud data engineering storage and access primitives. From Cloud Storage to partitioned BigQuery, materialized views, and authorized views.

How to renew your Google Cloud Professional Cloud Architect (PCA) certification without retaking the exam using Continuing Education Skill Badges and Challenge Labs.

A storytelling reflection on the concepts behind the Google Cloud Generative AI Leader certification — from learning paradigms to prompt techniques, Gemini, and real-world business transformation.