How I Cut My Debugging Time by 70% With an AI DevOps Tool

How I Cut My Debugging Time by 70% With an AI DevOps Tool I want to share something that changed how I work, because I think a lot of developers are in the same situation I was. The situation : solo dev, running 3 side projects in production, one full-time job. When something broke — a memory leak, a crashed cron job, an nginx config that stopped working after a server update — I was on my own. The average debugging session cost me 90 minutes. Sometimes 3 hours. What I Was Doing Before My workflow was: Google the error → Stack Overflow from 2019 → ChatGPT for context → apply a fix that half-worked → Google more → figure it out. ChatGPT helped but it kept asking me to "replace <your-server-ip> " or it would give me solutions for a slightly different stack. It also had no memory of what we'd talked about before, so I'd re-explain my entire infrastructure every session. The Shift I started using ARIA (from step2dev.com) about three weeks ago. The specific thing that got me: the 4-week mem