The rise of CLI/TUIs isn't about nostalgia. It's about building software that agents can inspect, tweak, and extend—something cloud-locked SaaS simply can't offer.

Code is a layered history of decisions. Understanding those layers is the difference between fixing symptoms and fixing systems.

How separating AI session state from your code repository into a dedicated registry follows the Unix philosophy and makes everything easier to debug.

The shift from generating one-off code snippets to building persistent, registry-backed systems that maintain state across sessions.

A technical deep-dive into the Gemini CLI's hook system — how it works, what you can intercept, and how I use it to build guardrails for autonomous agents.

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.