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Bots know better: Maybe AIOps tools should drive your stack
This article is part of the Modern Stack issue of April 2018, Vol. 1, No. 1
There's no shortage opinion on how AI will shape the future. Prominent scientists and Silicon Valley entrepreneurs can't seem to agree on whether AI will ultimately solve all humanity's problems or simply destroy us. Whatever AI has in store, it's already changing the way we work. Over the last year, I've seen a surge in the number IT vendors touting intelligent, AI-powered foftware products called AIOps tools. These products run the gamut from smart servers to network intrusion detection, but some also leave me scratching my head. I can't help but wonder whether the intelligence in some of these products represents a new interpretation of what AI means or an exaggeration applied to automation -- yet another buzzword corrupted for marketing purposes. Cynicism aside, there are real and powerful examples of AI creeping into all levels of the IT stack. Development shops deploy armies of intelligent bots to help test software. Cloud management vendors, including Densify and YotaScale, apply AI algorithms to identify inefficiencies. ...
Features in this issue
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AI in software testing has arrived. Here's why robots rule.
AI promises to make software testing faster and much more accurate. New tools are available, but it will take time for artificial intelligence to become ubiquitous in testing.
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Which software engineer skills matter? All of them
The ongoing developer shortage means employers face unique challenges when it comes to hiring. LinkedIn's Sarah O'Brien offers insight into how developers behave and what they're really looking for.
Columns in this issue
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Bots know better: Maybe AIOps tools should drive your stack
As more IT tool vendors add AI capabilities, organizations are speeding up delivery and cutting waste, but a lack of integration and trust is holding back the intelligent stack.
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Serverless technology obfuscates workflows, performance data
Serverless and microservices reshape the application stack into something that looks like a swath of stars in the sky. How do you find a slow, misconfigured component in this interconnected galaxy?