A deep-dive into the architectural lifecycle of the Gemini CLI, exploring the blog's deterministic hooks and hardening patterns required to build sovereign AI systems.

Introducing Actor-Orchestrator, a hierarchical agentic system for managing concurrent, autonomous workstreams with 100% observability and physical isolation.

A critical architectural pivot in the Soul OS trajectory, moving from ephemeral artifact generation to persistent, autonomous system building.