Microsoft Mechanics Podcast
Build a fully working model-driven app from your existing Dataverse, SharePoint, or SQL data in under a minute — screens, navigation, and forms included. Generate new pages from a natural language prompt with Generative Pages, auto-populate records from any document in seconds with Automatic Form Fill, and embed Copilot to query your app data directly. Layer in an Agent Feed to proactively surface decisions, missing data, and action items, then connect to Outlook and Microsoft 365 through Work IQ to act on your app data without leaving your inbox. Jed Brown, Power Platform Group Product...
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Unify identity and network access controls. Enforce least privilege access across every app and resource. Wire lifecycle workflows directly to your HR system to strip stale permissions on role changes, gate sensitive data behind biometric step-up verification, and replace your VPN with per-app, identity-scoped access that revokes tokens the moment risk spikes. Secure AI usage at every layer. Block confidential data from reaching public AI tools and stop adversarial prompt injections before your agents process them. John Damon, Microsoft Entra Suite Senior Product Manager, shares how to lock...
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Qualify a lead, close a case, or walk into a renewal meeting fully briefed, all from the sales and service agents built into Dynamics 365. Ask a question and pull a grounded answer straight from your CRM and your calendar. Hand a prompt to Copilot Cowork and walk away with updated records, a finished presentation, and a drafted email, ready before your next meeting. Auto-fill a case description as you work, and walk into every quality review already scored against your team's framework. Eric Boocock, Dynamics 365 Principal Program Manager, shares how these agents move with you from first...
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Control what you're 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...
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The speed that AI can now discover and exploit vulnerabilities means that our defenses also need to adjust. For the devices that you manage where you can afford to tighten deployment timelines, we'll explain updated recommendations and show you how to speed up patching. It starts with assessing your risk exposure for unpatched devices using the new Autopatch report in Microsoft Intune, then tightening deferral policies on the devices where it makes sense, using Hotpatch to activate protection on install — without requiring reboots. Windows Autopatch automates your update deployments using...
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Apply Zero Trust controls to every AI agent in your environment across identity, tool usage, and data access. Extend Conditional Access in Microsoft Entra to evaluate every agent authorization request in real time against the same risk signals as human users. Assign each agent its own managed identity with Entra Agent ID and scope permissions with Access Packages. Govern your MCP catalog as a software supply chain — unapproved tools don't run, and approved servers lock behind Azure API Management. Log every agent tool call, API access, and data lookup into Microsoft Sentinel for continuous...
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Secure containerized apps end-to-end using Microsoft Defender for Cloud. Correlate cross-cloud attacks into a single incident, catch runtime threats that image scanning misses, and block vulnerable images before they reach production. Investigate container hijacking, isolate compromised pods with Security Copilot-guided remediation, and close the loop from SOC to dev by pushing CVE fixes to GitHub and syncing resolution back to Defender. Matt McSpirit, Microsoft Azure expert, shares how to detect, investigate, and remediate container threats in one connected workflow. ► QUICK LINKS: -...
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Cut through alert noise and move from detection to root cause using the Azure Copilot Observability Agent. It autonomously investigates incidents, correlates signals across logs, metrics, alerts, application health, and ML anomalies, then surfaces root cause with charts and recommended next steps. Extend coverage to your AI agents in Microsoft Foundry, track Gen AI errors and token consumption with trace-level detail, and write plain-language instructions to tune autonomous behavior to match your team's workflow. Matt McSpirit, Microsoft Azure expert, shares how to take full control of...
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Build enterprise-ready AI agents that scale without sacrificing security or control using Microsoft Azure. Establish a shared Governance Hub to centralize model access, MCP catalogs, and policy enforcement, then give every agent a traceable identity, runtime protection, and data governance through Agent 365. Layer in Microsoft Fabric's Ontologies so your agents reason over real business context, not just raw data. Choose your runtime — no-code, hosted container, or custom — and deploy a production-grade environment in minutes using the AI Landing Zone accelerator. Matt McSpirit, Microsoft...
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Enforce your existing Microsoft security policies directly in the browser, where your users actually work, using Microsoft Edge for Business. Extend Conditional Access, Purview DLP, and Defender controls into every session, across managed and unmanaged devices. Block sensitive data from reaching unsanctioned AI services, lock contractors into your data boundary on devices you don't manage, and control clipboard and screenshot actions by location. Manage extensions by permission type from the Microsoft 365 admin center and shut down scareware before users respond. Jeremy Chapman, Microsoft 365...
info_outlineCut through alert noise and move from detection to root cause using the Azure Copilot Observability Agent. It autonomously investigates incidents, correlates signals across logs, metrics, alerts, application health, and ML anomalies, then surfaces root cause with charts and recommended next steps.
Extend coverage to your AI agents in Microsoft Foundry, track Gen AI errors and token consumption with trace-level detail, and write plain-language instructions to tune autonomous behavior to match your team's workflow.
Matt McSpirit, Microsoft Azure expert, shares how to take full control of incident response at scale.
► QUICK LINKS:
00:00 - Azure Copilot Observability Agent
00:43 - How to use it as you work
01:33 - Unified Full-Stack Telemetry
02:39 - Root Cause Investigation
04:12 - Investigate further
04:55 - Re-run the investigation
05:36 - Autonomous Alert Correlation & Triage
07:13 - Natural Language Agent Customization
07:34 - Wrap up
► Link References
Get started at https://aka.ms/ObservabilityAgent
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