Stacking Governance Layers Without Losing Track of Them
Seven or eight layers all answering some version of "is this allowed". Two questions sort almost all of it: where does each one bind, and who can actually change it.
Real-world insights for data engineers navigating the shift. Written by a practitioner, based on daily experiences. Career advice, technical depth, and consulting when you need it.
Taking Bytes Out of Big Data
Practical advice on staying relevant and growing your career as gen AI reshapes the data engineering landscape.
Governance, metadata management, data quality, responsible AI — the durable skills that matter most right now.
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Seven or eight layers all answering some version of "is this allowed". Two questions sort almost all of it: where does each one bind, and who can actually change it.
FinChat already had five layers of policy, and every one of them evaluates an action that is already happening. None could see a change that does not exist yet. What OPA is, and how I filled that gap.
Model Armor blocks a prompt and tells the user, and on most builds that is where it stops. Here is the full path from a guardrail violation to a correlated ServiceNow incident on Google Cloud, with screenshots from the running system.