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The New Stack
The New Stack
6/17/2026
“Agents need boring infrastructure around them”: Why we need to take an interest in ‘invisible’ AI

“Agents need boring infrastructure around them”: Why we need to take an interest in ‘invisible’ AI

Short summary

AI agents require more than language models—they need robust supporting infrastructure for production. The article highlights how enterprises often overlook 'invisible' backend systems like databases, monitoring, APIs, and logging, which are essential for reliable, scalable AI deployments.

  • AI agents depend on comprehensive infrastructure beyond the model itself
  • Enterprise deployments require monitoring, logging, versioning, and reliability systems
  • Organizations often overlook critical backend infrastructure while chasing model capabilities

Generated with AI, which can make mistakes.

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