Use codex-profiles to run Codex CLI or Codex Desktop with isolated CODEX_HOME profiles for separate accounts, projects, and local state.
Give an AI agent a permanent network address, encrypted P2P messaging, and an installable app store via Pilot Protocol
A ship gate that runs before any production deploy: checks the silent failure modes that make a deploy 'succeed' while prod stays broken, then verifies the live revision instead of trusting deploy output.
Integrate RouterBase as an OpenAI-compatible model gateway for routing GPT, Claude, Gemini, media, audio, and embedding requests.
Use Tree Ring Memory for local-first AI-agent memory lifecycle work: recall, evidence, audit, forgetting, and consolidation without transcript dumping.
Go in depth harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report.
Schedule AI agent runs with cron, loops, or external clocks while avoiding unsafe tight autonomous timers.
Keep a Mac awake with caffeinate during long builds, downloads, or supervised automation runs.