SREday

Site Reliability, DevOps and Cloud

November 7, 2026 Datadog HQ, New York, US

1
Day
20+
Speakers
2
Tracks
200+
Attendees

Agents Can Write Migrations. They Shouldn’t Ship Them.

Giovanni Martinez
Tiger Data
Abstract

AI agents can write migrations, but production changes need guardrails. This live demonstration walks through an agent-assisted PostgreSQL workflow using Tiger Cloud and the Tiger CLI: provisioning an isolated development service, generating versioned migrations, and testing correctness and performance before human-approved production deployment. We’ll cover scoped access, automated checks, lock and rewrite detection, deployment monitoring, and rollback criteria. Attendees will leave with a practical blueprint for accelerating database delivery without giving agents unchecked authority over production.

Bio

Giovanni Martinez is a Database Support Engineer at Tiger Data and an AWS Community Builder with more than 10 years of PostgreSQL experience. He specializes in database performance, production reliability, cloud-native PostgreSQL, TimescaleDB, and agent-assisted database operations. Through The Postgres Guy and his open-source iqtoolkit project, Giovanni creates practical tools and educational content that help engineers troubleshoot, optimize, and operate PostgreSQL systems safely.

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