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  "url": "https://newsroom.arm.com/blog/how-agentic-ai-is-changing-the-infrastructure",
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  "excerpt": "From tokens to tasks: Why agentic AI changes the infrastructure conversation - Arm Newsroom Arm Newsroom Blog Blog July 23, 2026 From tokens to tasks: Why agentic AI changes the infrastructure conversation As AI moves from answering prompts to completing work, infrastructure has to optimize the full workflow around the model, from planning and tools to verification and action By Arm Editorial Team Share At 8:42 a.m., a developer opens her laptop to a red build, a failing test and a release branc",
  "note": "First 500 characters of extracted page text at the moment this pipeline fetched and verified it, addressed by the SHA-256 of the full archived HTML. Not the live page. See the tape event's source_fetch_checked/entailment_checked payload for the full verification chain."
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