Meet Brain, the AI that decides when Azure is officially down
In this episode, Mark Russinovich, CTO of Microsoft Azure revealed Brain, the AI-powered AIOps system that continuously monitors Azure’s health, detects incidents, identifies root causes, and increasingly automates responses such as pausing problematic deployments and notifying affected customers. Built on Azure Resource Graph, Brain creates a real-time digital twin of Azure, mapping dependencies across hundreds of services, data centers, and regions. Although Brain predates the generative AI boom, years of data engineering, standardized service-level indicators (SLIs), and machine learning laid the foundation for today’s capabilities.
Brain combines standardized SLIs, service-specific monitoring, and third-party signals to detect anomalies, while ML models dynamically establish service baselines and correlate outages with software rollouts. Microsoft says automated notifications have reduced customer support tickets by four to six times, with 80–90% of Brain-covered services receiving notifications within 15 minutes, often in under five. The company is also layering LLM-powered agents, called Triangle, on top of Brain to streamline incident routing and eventually enable AI agents to autonomously troubleshoot and remediate outages.
Learn more from The New Stack around the latest in Microsoft Azure:
Meet Brain, the AI that decides when Azure is officially down
Microsoft's pitch to enterprises: Ditch Azure Repos for GitHub, despite its rocky reliability record
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Microsoft is all-in on AI: Part 2 (Interview)
Mark Russinovich, Eric Boyd & Neha Batra join us to discuss the state of AI for Microsoft and OpenAI at Microsoft Build 2024. It’s safe to say that Microsoft is all-in on AI.
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Featuring:
Mark Russinovich – LinkedIn
Eric Boyd – LinkedIn
Neha Batra – GitHub, LinkedIn, X
Adam Stacoviak – Website, GitHub, LinkedIn, Mastodon, X
Jerod Santo – Website, GitHub, LinkedIn, Mastodon, X
Show Notes:
Mark Russinovich, Author on Amazon
Something missing or broken? PRs welcome!
#445: Inside Azure Data Centers with Mark Russinovich
See the full show notes for this episode on the website at talkpython.fm/445
Stack Exchange Podcast - Episode #25 w/ Mark Russinovich
Stack Exchange Podcast - Episode #25 w/ Mark Russinovich by The Stack Overflow Podcast
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