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Practical notes for Microsoft 365 admins. Field-style writing on local-first agents, Microsoft Graph, PowerShell trade-offs, and tenant safety. Built for admins who need clear boundaries before automation touches a tenant.
Microsoft Graph Intune Local LLMs Write safety
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Definitions Jun 5, 2026 / 7 min read
A practical definition of Microsoft 365 admin agents, how they differ from chatbots and scripts, and why the runtime contract matters.
Read first Short version A Microsoft 365 admin agent is a declared workflow, not a chatbot with broad Graph access. The runtime contract matters: scopes, active tenant, model boundary, and write mode should be visible. Agents help when work needs correlation, explanation, prioritization, or a reviewed change plan. Each post is written as a decision aid: definition, trade-offs, concrete tenant example, and a checklist.
Automation Jun 5, 2026 / 7 min read
A practical comparison of PowerShell scripts, Azure Logic Apps, and AI agents for Microsoft 365 automation and Intune workflows.
PowerShell vs Logic Apps vs AI agents Microsoft 365 automation Intune automation
Read article Microsoft Graph Jun 5, 2026 / 7 min read
How Microsoft Graph, declared scopes, tenant evidence, and AI agents fit together for Microsoft 365 administration workflows.
Microsoft Graph and AI agents Microsoft Graph permissions Microsoft 365 admin agents
Read article Trust model Jun 5, 2026 / 6 min read
Why local-first execution matters for Microsoft 365 admin agents, tenant data, prompts, run history, and model provider choice.
run Microsoft 365 AI agents on your own device local-first AI agents tenant data privacy
Read article Builder Jun 5, 2026 / 6 min read
A practical guide to designing a Microsoft 365 admin agent with a clear goal, Graph scopes, model steps, test runs, and write confirmation.
build your own Microsoft 365 admin agent Microsoft 365 agent builder custom Intune agent
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