Ops agents
Graph-centric agentic intelligence
Our short summary of Amazon’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on amazon.science (opens in a new tab)Problem
Ops teams needed AI agents that could understand complex network graphs to pinpoint failures fast.
Solution
Created an agent that walks real‑time dependency graphs, runs cascaded analytics, and uses causal inference to locate root causes automatically.
95% fault localization accuracy in under 30 seconds
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on amazon.science (opens in a new tab)
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