Building Enterprise Storage, Point-in-Time Backups & Cosign Image Security in Go & Flutter with Google Antigravity

When architecting a modern container orchestrator like Gubernator (gbnt) — designed to strike the Goldilocks balance between the simplicity of Docker Swarm and the placement flexibility of Nomad — two major enterprise pillars stand between an MVP and true production readiness:

State Persistence & Backup Mobility (The Granaries / Horreum): Moving stateful containers (PostgreSQL, MySQL, Redis, custom data volumes) across worker nodes without data loss, backed by compressed point-in-time snapshots and retention policies.

Software Supply Chain Security & Admission Control (The Imperial Seal / Armamentarium): Detecting CVE vulnerabilities before deployment, cataloging dependencies via Software Bill of Materials (SBOM), signing container images with cryptographic keypairs (Cosign/Sigstore), and enforcing strict Gatekeeper admission policies.

In this article, we break down how we designed and implemented these two major subsystems in Gubernator v2.24.0 & v2.25.0, and how we leveraged Google Antigravity (AGY) as an autonomous AI engineering partner to architect, implement, test, and live-deploy Full-Stack features (Go + SQLite + Flutter Web + CLI) across a live 3-node multi-host cluster.