Sherlocks.ai Blog

Can an AI SRE agent with 99% accuracy help your team achieve 99.99% uptime? This analysis quantifies the real impact of AI on incident response, downtime reduction, and what it truly takes to reach elite reliability targets.

Every SRE has typed a kubectl flag at three in the morning, hit Enter, and realised-too late-that the syntax was off by a hair.
Google’s new kubectl-ai project promises to end that dance.

“So… how is Sherlocks.ai different from k8sgpt or RunWhen?”
I get that question on nearly every intro call, so here’s the answer in one place—minus the hype, minus the jargon.

Site Reliability Engineering is undergoing a fundamental transformation. The combination of increasingly complex systems and advances in artificial intelligence is creating a new paradigm for how we manage incidents and ensure reliability.

Site Reliability Engineering (SRE) has become the backbone of modern infrastructure management—but it comes at a cost.