INSIGHTS

An engineering perspective on building production agents.

Blogs, webinars, case studies, and white papers — the technical depth behind shipping agents on the Gemini Enterprise Agent Platform.

17 May 202619-min read
Agent Orchestration on Google Cloud: a System-Level Guide to the Gemini Enterprise Agent Platform
Shipping one agent solves a workflow. Orchestrating a coordinated system of agents runs the business. A deep guide to the failure modes of single-agent scale, the five topology patterns, the substrate components (A2A, Memory Bank, Agent Registry, Agent Gateway, Agent Runtime), and a worked multi-agent reference.
- Orchestration
- A2A
- Reference Architecture
- Governance
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14 May 202615-min read
Prior Authorization Automation with ADK: a Payer Reference Architecture
A Da Vinci PAS-aligned ADK reference architecture for payers building prior authorization automation against the CMS-0057-F deadline — tool inventory, the human-in-the-loop pattern, and the audit trail.
- Healthcare
- ADK
- Reference Architecture
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14 May 202614-min read
HIPAA-Compliant Agents on Google Cloud: a Reference Architecture
A named-component reference architecture for healthcare agents — where PHI lives at every step of a request, which Google Cloud services are HIPAA-eligible under the BAA today, and how Model Armor, Agent Registry, and 42 CFR Part 2 land in the design.
- Healthcare
- Governance
- Reference Architecture
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14 May 202616-min read
A2A v1.2 in Production: Enterprise Interoperability Guide
A2A is easy to describe and hard to ship. A code-first guide to the v1.2 spec — signed Agent Cards, the task lifecycle, a cross-vendor ADK-to-ServiceNow handshake, and what production-grade interop requires beyond the wire protocol.
- A2A
- Governance
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14 May 202616-min read
Building Production Agents with ADK: a Practical Walkthrough
A code-first ADK walkthrough — one agent taken from an empty directory to a deployed Agent Runtime endpoint with an eval set in CI. Project layout, tools, Memory Bank, multi-agent composition, and the deploy, every code block paste-able.
- ADK
- Reference Architecture
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14 May 202614-min read
Vertex AI SDK to Google Gen AI SDK: a Migration Guide
The June 24, 2026 deadline removes five vertexai.* modules. A code-first walkthrough — deprecated modules, before/after samples, a parity test framework, and a 6-week roadmap.
- Migration
- ADK
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An engineering perspective on building production agents.

Agent Orchestration on Google Cloud: a System-Level Guide to the Gemini Enterprise Agent Platform

Prior Authorization Automation with ADK: a Payer Reference Architecture

HIPAA-Compliant Agents on Google Cloud: a Reference Architecture

A2A v1.2 in Production: Enterprise Interoperability Guide

Building Production Agents with ADK: a Practical Walkthrough

Vertex AI SDK to Google Gen AI SDK: a Migration Guide

One workflow. One outcome. Code your team owns.