Notes tagged with

automation

Loop engineering is the new phrase in AI coding circles. Here is what is real, what is exaggerated, and how senior engineers should think about agent loops.

Geremmyas is a CLI harness for installing repeatable AI coding assistant workflows, project rules, skills, guardrails, and a dashboard for tracking specs and tasks.

How I used the Sentry Model Context Protocol (MCP) integration with a data-driven scoring framework to cut Sentry noise by 90-96% and fix what actually matters first.

A comprehensive guide on how I built my own automated media server using Radarr, Sonarr, Prowlarr, Jellyfin, and other open-source tools to create a personal streaming platform and reduce dependency on commercial streaming services.