The latest articles on DEV Community by Praveen Ballari (@praveenballari). https://dev.to/praveenballari https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3914987%2F62bf9f56-f53a-4eb5-ae60-cc1c106dc24f.png https://dev.to/praveenballari en Praveen Ballari Wed, 06 May 2026 02:40:53 +0000 https://dev.to/praveenballari/i-built-a-free-incident-triage-tool-paste-logs-get-root-cause-in-seconds-2ml1 https://dev.to/praveenballari/i-built-a-free-incident-triage-tool-paste-logs-get-root-cause-in-seconds-2ml1 <h2> The Problem </h2> <p>Every production incident starts the same way:<br> alert fires → open 6 tabs → guess for 30-45 minutes.</p> <h2> What I Built </h2> <p>OperatorMesh — paste logs or errors, get:</p> <ul> <li>Probable root cause</li> <li>Confidence score </li> <li>Ranked fixes in seconds</li> </ul> <h2> Real Test Results </h2> <ul> <li>OOM crash → 82% confidence, heap analysis</li> <li>Deploy break → 93% confidence, exact mismatch found</li> <li>DB pool exhaustion → correctly identified</li> <li>K8s CrashLoopBackOff → identified</li> </ul> <h2> Try It </h2> <p>👉 operatormesh.com</p> <p>Free, no signup, zero data stored.</p> <p>I'm a solo founder — genuinely want feedback <br> on cases where it gets it wrong!</p> devops sre ai kubernetes