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Research & KnowledgeEvent: September 8, 2026

nOps learned that Microsoft published new guidance on how context engineering decisions affect the cost of running enterprise AI agents at scale.

Published

Signal category

Research & Knowledge

Quote

Microsoft published new guidance on how context engineering decisions — including retrieval, memory, tool selection, and prompt construction — affect the cost of running enterprise AI agents at scale.

nOps team

Company

nOps

nOps provides automated cloud cost optimization and comprehensive visibility solutions for AWS, GCP, and Azure.

Industry
Software Development
Location
San Francisco, US
Company size
188 employees

nOps’ automated multi-cloud cost optimization platform cuts cloud costs by up to 55%+ vs. on-demand pricing - without operational overhead or long-term lock-in. Managing $4B+ in annual cloud spend for 600+ customers, nOps is an AWS Advanced Technology Partner, FinOps Foundation Premier member, and G2 High Performer for Cloud Cost Management. Customers receive a free savings analysis and begin realizing savings within 2 to 4 weeks. The Commitment Management solution uses a share-of-savings business model that incentivizes nOps to help its customers save money. nOps platform includes: Commitment Management: autonomous rate optimization for AWS, Azure, GCP to maximize savings and flexibility Cost Visibility & Allocation: Understand which teams, products and features are driving spend for Multicloud, AI, Kubernetes, and SaaS — with anomaly detection, budgeting, forecasting and reporting AI Insights: analytics and optimization recommendations for token usage, model substitution, cache optimization, provisioned throughput and batch processing The time to value is 30 minutes to get started and receive a Free Savings Assessment. Follow us on Twitter @nopsio

Founded 2017

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