> AI hasn't observably reduced the quality of software I use everyday in a way that is meaningfully separable from normal incidents in the past. Most probably,

> AI hasn't observably reduced the quality of software I use everyday in a way that is meaningfully separable from normal incidents in the past. Most probably, you are not looking into that well enough. Average duration for AWS outages [2] was 1.5 hours per outage, 38 hours total. Most recent AWS outage in 2026 [1] downed AWS for 13 hours, a third of 38 hours spanning an year before, and was caused by AWS LLM coding tool. [1] https://www.theguardian.com/technology/2026/feb/20/amazon-cloud-outages-ai-tools-amazon-web-services-aws https://www.theguardian.com/technology/2026/feb/20/amazon-cl... [2] https://www.cherryservers.com/blog/cloud-outages https://www.cherryservers.com/blog/cloud-outages