Microsoft is shifting its AI agent cost strategy from measuring usage to controlling what each agent sees, retrieves, remembers, and can do. Building on its earlier Foundry cost-cutting playbook, the company now presents context engineering as a way to reduce token spending while improving agent accuracy over time.

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Microsoft is replacing its three-part reporting structure with two divisions, putting AI models, Azure, GitHub, and Microsoft 365 together under the new “Agents and Infra” name. The reorganization highlights how deeply AI and Copilot are reshaping Microsoft’s business—and gives the new division a projected quarterly revenue lead of roughly five to one over “Devices and Consumer.”

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Azure Multicloud Interconnect for AWS is now generally available, expanding the service from a four-region preview capped at 1 Gbps to connections up to 100 Gbps. Microsoft and AWS are presenting the release as a production-ready way to connect private workloads across both clouds without manually building and maintaining the underlying network.

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Microsoft and AWS have launched matching preview services for private connectivity between Azure and AWS, replacing a traditionally complex collection of circuits, routers, and routing sessions with a managed intercloud link. The service is available now in four regions at up to 1 Gbps per connection, while Microsoft plans to support connections of up to 100 Gbps when it reaches general availability.

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AWS has opened AWS Interconnect — multicloud to Microsoft Azure customers in public preview, giving them an on-demand way to connect private workloads across the two clouds without assembling and operating a custom network. The service is initially limited to four regions, but AWS says it will expand availability.

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Microsoft’s widespread Microsoft 365 outage exposed a failure at the Azure network edge, disrupting Outlook, Teams, the Microsoft Store, Azure portals, Defender, Purview, and related services. The incident initially appeared to involve an Exchange Online authentication component, but later updates pointed to Azure Front Door capacity loss and a routing misconfiguration that prevented users from reaching otherwise functioning cloud services.

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The August 2026 Azure Developer CLI release train makes two notable changes for deployment teams: the extension framework is now generally available, and Azure Functions can deploy containers from Dockerfiles, existing images, or Azure Container Registry remote builds. The new `docker.imagePassthrough` option can send an already-published image to its destination without requiring Docker or Podman on the deployment machine.

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Microsoft is repositioning AI agents from experimental projects to managed investments, with Microsoft Foundry adding tools to track token costs, optimize workflows, and control runaway usage. The shift comes as 71% of surveyed business leaders plan to increase AI budgets, while organizations increasingly demand measurable returns rather than successful pilots alone.

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Azure SRE Agent is an AI-powered operations assistant that investigates incidents, analyzes telemetry and cloud resources, and helps automate routine site reliability engineering tasks. Azure is offering new customers a 30-day trial of Azure SRE Agent without the usual always-on charges, allowing teams to configure up to three agents and pay only for active Azure Agent Unit usage during the trial. Microsoft is also making VNet integration generally available and releasing Live Reports in public preview.

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SQL Server Express users can now move small applications to Azure SQL Database Free Tier with a short workflow that combines SSMS or Visual Studio Code, Azure provisioning, and GitHub Copilot-assisted migration. The option removes Express’s local hardware and maintenance burden, while Microsoft’s preview Azure SQL Developer container provides the same database engine for developers who want to stay local.

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GitHub has attributed its 7-hour-47-minute outage on August 17 to a Central US infrastructure component that failed to scale when traffic reached a new peak. The resulting capacity shortage cascaded into authentication, GitHub Actions, APIs, pull requests, issues, Pages, webhooks, and Copilot, while a client-side retry loop prolonged recovery.

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Microsoft will stop selling license-included Azure VMware Solution (AVS) environments on October 31, 2026, and existing customers must move to a new licensing model by August 30, 2027. AVS will continue, but customers will need to obtain VMware Cloud Foundation (VCF) licenses from Broadcom and bring them to Azure.

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A Microsoft deployment pattern puts Azure Landing Zones under version control and approval gates instead of relying on manual portal configuration. By combining Azure DevOps with Terraform, organizations can provision subscriptions, networking, identity, policies, security, and monitoring through a repeatable pipeline that produces an audit trail before changes reach production.

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A password-spraying campaign generated more than 81 million login attempts against Azure CLI users in two weeks, compromising 78 accounts while exploiting an authentication path that bypassed MFA. Huntress recorded a 155-fold increase in password spraying during the first half of 2026, with attackers using breached credentials and legacy OAuth behavior rather than simply guessing passwords.

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The alleged theft of 3.64 million employee records from nine companies’ Azure and Entra environments appears more consistent with compromised identities than an Azure vulnerability, Hudson Rock’s analysis suggests. TheHatman is selling the data, but the claims remain unconfirmed: Tata Consultancy Services and Gap say they found no evidence that their corporate systems were breached.

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