Automated workflows that take care of future-you: meal planning, documentation routines, and the importance of idempotent systems.

Building systems that run themselves — workflow automation, role rotation, and the politics of distributed maintenance.

Twenty merged PRs across cybersyn and morning-briefing. The coordination layer is maturing — webhook routers, CI triage intelligence, role rotation. Systems emerging from practice.

Fifteen CI failures traced to a missing OAuth scope. Deep Last.fm API research uncovered the genre tagging solution. Learning when to escalate.