<?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/4aa306b1fdc0418db0ae3c73bcc4acc6&quot; frameborder=&quot;0&quot; width=&quot;3002&quot; height=&quot;2251&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>2251</height><width>3002</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>2251</thumbnail_height><thumbnail_width>3002</thumbnail_width><thumbnail_url>https://cdn.loom.com/os/loom-media-content/loom/a8646e3b-c0e2-41ac-83d5-129ba0bc7138/d8127f29-9512-4659-a79e-251d45060225/sessions-thumbnails-4aa306b1fdc0418db0ae3c73bcc4acc6-dddcb305718c0f62.gif/binary?authToken=eyJraWQiOiJtaWNyb3MtZ3JvdXAvdGRwLW9zLWFyY2hldHlwZS9yYjVnOGJkdXJoZzQ4cDFmIiwiYWxnIjoiUlMyNTYifQ.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.iZ8nrS_7lp5xzM-mkB0R7MCOzSanwsIKvmqTg6zfioAlu_S35sk-q6sFyULjON5VUJSmN_MbpBaHdw5VjSChBQlNLMyXUORkvpw6YeqXxaSeqndqVR0fKsE8rbhBvMJF3edE5y2Ud_sUZ_-q5zGz41n4T6R2WypsSQHhNYH7ZPKSwyt5JLlJyfvnj333UxyqmNmkemrofL-FkX0y4IbCHrUQE2sQy7jLLEBZQ0vGrJFccoa-mKeNLC4n7g8aODue6oWb0x3Gqqnfi1GPwkoakXKv42oLUWRr6e7UFj425pSKsZbcvkYQORmpF98Y69Ya8ol7hQsrpejmWGCHobL48Q&amp;Expires=1791403120&amp;Signature=GoCuirxnJqXjigbFDl%7ETIT7KVqI6p3-Lj9voSFxNiQjI9S80iffjacsN7YruAqmeCfsvqI69EohoJZ7G4r57ms5n7g%7EPp587ZLTHr02DUNlSbb96OvsNhrfdcIovogU69zGMT0mSMVsgEySdH8kOtgc5epMrO-3JedT2eQYKIEu4JwgZ%7E-LKh9nhNb4GNgVSzSw4qmuFFfLzMMO1FHWX0u0UM9MldC-47VTE13QAZdHFuCG7uz-CceDKzMGj-604FXZGRr5sY-MGcHQLuvs%7EXmtqFqNyClB8CNqPD8fdxbwlCIcIXaeWJcY3PAg2P-h-5ERjSUp8uRH%7EYSGBI5UJjQ__&amp;Key-Pair-Id=KQOSYIR44AIC0</thumbnail_url><duration>75.322</duration><title>Tracking Conflicting Outage Updates in Real Time</title><description>This Loom reviews a suspected outage where Google’s status page reports everything is fine, but third-party evidence appears conflicting. The speaker uses an evidence-to-claims tool that labels updates by certainty and notes that evidence shows “unconfirmed” around the 20-minute mark, while later checks from 60 minutes show Google confirming each site update sentence as a claim. The Loom also covers a post-incident view that checks whether updates align with provider reports, and it can be shared with executives, engineers, and customers. It concludes by showing a live ASOS stream and explains it was built with Livable and powered by Astra, using a pipeline to pull information and run checks.</description></oembed>