Zero Cloud Tokens To Build And Run This App @MSFTMechanics

Uploaded August 2026 | Updated September 2026, 2 weeks ago

How do you prove an AI model is really running locally? Task Manager shows the CPU spike and Windows Machine Learning profiling in VS Code confirms it — Foundry Local runs Phi-4-mini on a Developer Optimized Windows 365 Cloud PC to generate a meeting-summary app, and the finished app runs on the same local model, with zero cloud tokens spent to code it or to run it.

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#Shorts #Windows365 #FoundryLocal #CloudPC #MicrosoftMechanics

Zero Cloud Tokens To Build And Run This App

Embed business rules in the Fabric IQ ontology. #MicrosoftFabric #AIAgents #PowerBI #MicrosoftAI

Token Theft Attacks Jumped 111% — Why MFA Alone Wont Save You

Improve AI output quality across every query. #MicrosoftAI #AIAgents #AzureAI #EnterpriseAI

$90% reduction with no quality tradeoffs. #TokenEconomics #MicrosoftFoundry #AICosts #GenerativeAI Control what youre billed on. Tokens are the currency of AI, and how you design your app determines how many you spend. Compress conversation history instead of resending it raw, cap output tokens with matching prompt instructions, and cache static context so each reuse costs a fraction of the first request. Route each prompt to the right model by complexity, or set Model Router in Microsoft Foundry to handle that automatically — balanced, quality, or cost mode. Then optimize the whole stack. Run Agent Optimizer to test your prompt, model, and tool configurations together and surface better setups. Use Toolbox to dynamically select only the tools each request needs and cut input token overhead by 90%. April Gittens, Microsoft Principal Cloud Advocate, joins Jeremy Chapman, Microsoft 365 Director, to share how to seize control of AI token spend through smarter app design. ► Unfamiliar with Microsoft Mechanics? As Microsofts official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics #TokenEconomics #MicrosoftFoundry #AICosts #GenerativeAI$

Co-author Excel files from any device. #MicrosoftExcel #Copilot #Microsoft365 #Excel

Every tenant, surfaced. #MicrosoftEntra #IdentitySecurity #ZeroTrust #CloudSecurity

One CLI command.#MicrosoftFabric #GitHubCopilot #Copilot #AppDevelopment

Boost productivity with agents. #CollabAgents#Microsoft365Copilot #AIProductivity #MicrosoftTeams

Trace actions, enforce policies, & attribute risk. #MicrosoftAI #AIAgents #AzureAI #EnterpriseAI

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This Policy Blocked an Image With 415 CVEs