Nvidia’s SchedMD acquisition puts open-source AI scheduling under scrutiny

Nvidia’s recent acquisition of SchedMD, the company behind the Slurm workload manager, is raising concerns among AI industry executives and supercomputing specialists who fear the chip giant could use its new position to favour its own hardware over competing chips, whether through code prioritization or roadmap decisions. The concern, as industry sources frame it, is…

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Enterprise developers question Claude Code’s reliability for complex engineering

When a coding assistant starts looking like it’s cutting corners, developers notice. A senior director in AMD’s AI Group has publicly needled Anthropic’s Claude Code for what she calls a tendency to skim the hard bits, offering answers that land but don’t quite stick. The gripe isn’t about outright failure so much as fading rigor,…

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What enterprise devops teams should learn from SaaS

Many enterprise devops teams struggle to deploy frequently, increase test automation, and ensure reliable releases. What can they learn from SaaS companies, where developing and deploying software for thousands of customers is core to their revenue and business operations? SaaS companies must have robust testing, observability, deployment, and monitoring capabilities. One bad deployment can disrupt…

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