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AI Automation

567 summarised stories about AI Automation, each linking back to the original source. Browse all topics →

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Friday, 7 August 2026

How TReNDS automates root-cause analysis with Amazon Bedrock

AWS 2 months ago 35

TReNDS Center at Georgia State University built an automated root-cause analysis system using Amazon Bedrock and the Strands Agents SDK that detects errors in CloudWatch logs and investigates them autonomously.The system reduces manual investigation time from 15–30 minutes for straightforward errors to near-instant by having an AI agent fetch log context and source code from GitHub, then deliver structured analysis via SNS.Engineers now receive detailed root-cause reports with severity levels, code context, and fix suggestions instead of manually reading stack traces and tracing execution paths.

AI defence tech startup Hadrian lands $1.4B at $7.9B valuation to modernise US manufacturing

Tech Funding News 2 months ago 27 ● 2 sources

Hadrian, an AI-powered manufacturing startup building automated factories for US defence contractors, raised $1.37 billion at a $7.87 billion valuation, nearly five times its January price. The Series D funding, co-led by five major firms with JPMorgan Chase as anchor, values the company at roughly five times its January valuation of $1.6 billion. Hadrian plans to use the capital to expand factory operations and enter new production areas including munitions and autonomous systems, addressing America's need to rebuild defence manufacturing capacity.

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