deliberate.codes

Practical AI for data & software engineers. What works, no hype.

Autonomous Agentic AI

Real autonomy for AI coding agents: dedicated servers, flagship vs. sovereign models, and the guardrails that make it safe to let them run

Posts so far:

  1. Why I turned my old MacBook into a server for coding agents — Debian, XFCE, XRDP, and the three use cases I run on Ferris today.
  2. How to unlock coding agents that work autonomously — tmux sessions, a custom status bar, and VS Code Remote SSH for editing specs on remote agent hosts.
  3. Introducing ghbrk: a credentials broker for GitHub. A Rust privilege-separation broker that keeps SSH keys and tokens out of the agent’s reach.