Architecture & Engineering Blog

Technical Field Notes & Architectural Blueprints

Deep dives on enterprise data engineering, autonomous agent design patterns, database scaling, and production generative AI guardrails by Lucia Subatin.

Taking the BigQuery Data Engineering Agent to the Next Level: Planning, Optimization and Troubleshooting

How Plan-and-Act mode, multi-agent pipeline optimization, and closed-loop Dataform troubleshooting transform autonomous data engineering.

A deep dive into advanced capabilities of the BigQuery Data Engineering Agent: plan-and-act mode, automated partition/clustering recommendations, and closed-loop Dataform troubleshooting.

Exploring the New BigQuery Data Engineering Agent

Building, prompting, and iterating on end-to-end data pipelines in BigQuery Studio with natural language.

A foundational architectural walkthrough on using the BigQuery Data Engineering Agent inside BigQuery Studio for rapid pipeline prototyping, schema discovery, and query authoring.

Running Antigravity on a Browser Tab

Agentic developer workflows, cloud workstations, and building from anywhere in a single browser tab.

How modern agentic development environments, ephemeral cloud sandboxes, and browser-native developer tools let you orchestrate full-stack applications from anywhere.

Spanner Omni: Everything, Everywhere, All of the Time

Running Google Cloud Spanner's distributed relational engine across local containers, hybrid environments, and multi-cloud.

How Spanner Omni extends Google Cloud Spanner's serializable isolation, zero-downtime online schema changes, and distributed consistency to any infrastructure.