Name: From Alert Fatigue to Intelligent Investigation
Start: 2025-10-29T18:00:00-05:00
End: 2025-10-29T20:00:00-05:00
Location: Launch Coworking - Exchange | Winnipeg | Shared Workspace | Office Space | Meeting & Event Space

When faults emerge in a distributed system with hundreds of microservices, thousands of pods, and millions of users, how do you find the actual problem without manually correlating metrics, logs, and traces across dozens of dashboards? This talk presents an automated investigation system that mimics how one SRE team is leveraging a blend of AI and Rails to debug production incidents as they happen.

Muz Ali is an Infrastructure Engineer based in Winnipeg, currently working at Shopify.

Doors open at 6, and the talk starts at 6:30. Food and drinks will be provided at the venue.

This meetup is sponsored by [Shopify](https://www.shopify.com/), [Launch Coworking](https://launchcoworking.ca/), and [Ruby Central](https://rubycentral.org/).

Gannon McGibbon

Winnipeg Ruby User Group

Technology

Open Source

Ruby

Software Development

New Technology

Web Technology

Computer Programming

Technology Startups

Web Development

From Alert Fatigue to Intelligent Investigation

Artificial Intelligence

Ruby On Rails

Site Reliability Engineering (SRE)

Launch Coworking - Exchange | Winnipeg | Shared Workspace | Office Space | Meeting & Event Space

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From Alert Fatigue to Intelligent Investigation

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