<?xml version="1.0" encoding="UTF-8"?><oembed><type>video</type><version>1.0</version><html>&lt;iframe src=&quot;https://www.loom.com/embed/d6efd890aede4c56aef11a829c053643&quot; frameborder=&quot;0&quot; width=&quot;1920&quot; height=&quot;1440&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>1440</height><width>1920</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>1440</thumbnail_height><thumbnail_width>1920</thumbnail_width><thumbnail_url>https://cdn.loom.com/os/loom-media-content/loom/dd6b0ea0-1c25-416b-94fd-bc761c0e1b7a/54203b7f-b878-4302-8d7d-6806bcbe12cc/sessions-thumbnails-d6efd890aede4c56aef11a829c053643-87ea51ec151b1cdc.gif/binary?authToken=eyJraWQiOiJtaWNyb3MtZ3JvdXAvdGRwLW9zLWFyY2hldHlwZS9iMHJxajByZGQ4MHBsNmE4IiwiYWxnIjoiUlMyNTYifQ.eyJicyI6Imxvb20tbWVkaWEtY29udGVudCIsImF1ZCI6InRkcC1vcy1hcmNoZXR5cGUiLCJuYmYiOjE3OTI3NjQzMjgsInRpIjoiNTk4NTIxYTMtYzQ2MS00MTkzLWI5YTMtNTgyOTM2ODE2ZWUxIiwiYWRpIjoibG9vbS9sb29tIiwiaXNzIjoibWljcm9zLWdyb3VwL3RkcC1vcy1hcmNoZXR5cGUiLCJwaWQiOiJiZGI0Mjk4ZS05MzMxLTQ4YTEtYjg2Zi0xMmM5ODQ5NmM4Y2QiLCJ3YSI6ImZhbHNlIiwib2lkIjoic2Vzc2lvbnMtdGh1bWJuYWlscy1kNmVmZDg5MGFlZGU0YzU2YWVmMTFhODI5YzA1MzY0My04N2VhNTFlYzE1MWIxY2RjLmdpZiIsImV4cCI6MTc5Mjc2NDkyOCwiaWF0IjoxNzkyNzY0MzI4LCJqdGkiOiJjNzEzODQwZC01MmM3LTRiZjEtYjYyMy1mZTVhNGQzZmU3MzAifQ.lsoxwJ4tYMc7b6w_rO__rO6hT8eiPQaHxqQN4QpR-bWvJZHt4hWPLM2aumTPdcRXy0c-Xcuv6GCsGr8BplNK9Jx1shGuxPcZxtdLg3noW5N-B7OzOcZWXL4xlXSQw2aDfaRo07t7FJIsm0Disina9zlXfceYbuixSCcdFcQw1g5fdppOKFbDPvOjuZSlS7JHRGnHtKV79sFBtmWLltIYVtku3XSrrcU8hq2o_DVj3OhtykOrtKTCFfRhzM79dpGCuT4UVJ8f1y-QDuLmKmoo8BJmkHH178qKN3X2ikXlUxMjRRw9qGKtdbUY5GydO5owv9nGCA8j1FpdgmXJHonpuw&amp;Expires=1792764928&amp;Signature=XK7WAjhYEy3AbAUI-afOSqSiuRG8CPs3o0W8NhdWOWes1NerAII12b8btZ9o5x6U7vuiGT%7ExS7kz0jmta45wLEMkYsq3KgkJipMNQcSgaD91eW5afRy4KJOPt8bPhcpAc6ZkuvxXlhSH8udeRR2CfWf4icHfZ89Mt6AbRFau6mAzGvPSjNJKYToqrb3vC7lLFUHQy0RVHjsWY9STrur0BWSFbZRdMJdfUyt29ADEe7T-4Bt136KEx2yrqhsVU%7ECyk29KYVwdBUI4SzkG61eJr81zT7p9GikbSq7EEHGbZU6qsdLLNjCR9fBSFVAz-C5SKS30w9LeSKMOyjm66tu%7EVQ__&amp;Key-Pair-Id=KQOSYIR44AIC0</thumbnail_url><duration>253.69</duration><title>Incident Review Harness: Six-Stage Audit Reporting</title><description>This Loom explains the Incident Review Harness by TechTricksters, a six-agent workflow for producing policy-checked, audit-ready incident reports with clear reasoning behind every step. It covers six stages: intake parsing, root cause analysis with ranked confidence (not certainty), policy or SOP checking against fixed knowledge, a critic to flag unsupported high-confidence claims, an escalation card to determine resolution versus escalation, and a report writer that assembles the final plain text audit report. A live demo shows the pipeline running after selecting an API condition, producing a structured report that identifies issues like a flat out of tolerance temperature during 2 PM shifts. The output includes likeliest cause, policy relevance, recommendations, confidence cabinets, and similar incidents with a percentage match.</description></oembed>