Why I added tasks, runs, worktrees, reviews, and plan-bound execution to Soul CLI, and how they turn AI-assisted development into an auditable local system.

How I consolidated dozens of loose shell and Python scripts into a single, cohesive command-line tool to manage my agentic workspace.

If the personal stack is going to leave my Mac mini, it needs to be transport-agnostic, easy to pair, and graceful about fallbacks. Here is the shape that recommendation takes.

Tailscale's data plane is peer-to-peer and end-to-end encrypted. The control plane is not. Here is what that actually means, and what Headscale changes.

How I built the deployment layer that took our team from 1-2 deploys per day to 5-10x, and powered the UXR pipeline's 48x efficiency gain.

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