The Library · Insights
Deep dives across data, automation & AI
162 in-depth articles — from Excel foundations to production machine learning. Filter by topic or difficulty to find exactly what you need.
Power AutomatePractitioner
Integrating Power Automate with Azure Functions for Compute-Heavy Workloads
Power Automate is a powerful orchestrator, but it's not a compute engine. Learn how to design, build, and operate a production integration between Power Automate and Azure Functions — covering authentication, async patterns, idempotency, and environment promotion.
25 min read
Power AutomatePractitioner
Designing Idempotent Flows: Preventing Duplicate Processing Under At-Least-Once Delivery
At-least-once delivery guarantees your messages get processed — but not that they get processed only once. Learn how to design Power Automate flows that handle retries, duplicate triggers, and redelivered messages safely using idempotency keys, Dataverse deduplication tables, and atomic claim patterns.
21 min read
Power AutomatePractitioner
Deploying Power Platform Solutions with GitHub Actions
Stop manually exporting and importing solutions between environments. This lesson walks you through building a complete, production-ready CI/CD pipeline with GitHub Actions that handles authentication, environment-specific configuration, managed solution imports, and post-deployment validation — giving you repeatable, auditable Power Platform deployments.
25 min read
Power AutomatePractitioner
Building CI/CD for Power Automate with Azure DevOps and the Power Platform Build Tools
Manual solution imports are the enemy of reliable automation. This lesson walks you through building a complete, production-grade CI/CD pipeline in Azure DevOps that exports, unpacks, validates, and promotes Power Automate solutions across environments — with approvals, connection reference handling, and no manual steps.
23 min read
Power AutomateFoundation
Testing Power Automate Flows Before Release: Test Environments and Regression Checks
Production failures in Power Automate are almost always preventable. Learn how to set up a proper test environment, design meaningful test cases that go beyond "it ran successfully," and run regression checks that catch breaking changes before your users do.
19 min read
Power AutomateFoundation
Service Principals and Application Users for Unattended Power Automate Deployments
Flows tied to personal accounts break when people leave, passwords expire, or MFA blocks an overnight run. This lesson teaches you how to create Azure AD service principals and Power Platform application users so your automation runs 24/7 without depending on any individual employee.
17 min read
Power AutomateFoundation
Managed Environments in Power Platform: Sharing Limits, Weekly Digests, and Maker Governance
Most Power Platform environments grow into a governance nightmare without structure. This lesson teaches you how to enable Managed Environments and use sharing limits, weekly digest emails, and maker onboarding to build a governance layer that runs itself. Learn why these three features work as a system — not just as individual switches.
19 min read
Power AutomateFoundation
The Power Platform Admin Center for Flow Owners: Environments, Capacity, and Tenant Settings
When your flows start failing mysteriously or getting throttled at scale, the answers live in the Power Platform Admin Center — not the flow designer. Learn how environments, capacity limits, and tenant policies actually work, and how to use that knowledge to diagnose and prevent production problems.
17 min read
Power AutomateFoundation
Solution Architecture for Power Automate: Publishers, Managed vs Unmanaged, and Dependencies
Most Power Automate teams hit a wall when it's time to move flows from development to production — and it's almost always because they skipped solution architecture. This lesson teaches you how publishers, managed vs. unmanaged solutions, and dependency tracking work together to make enterprise deployments predictable and safe.
18 min read
Power AutomateFoundation
Environment Strategy for Power Platform: Separating Dev, Test, and Production
Running Power Automate in a single environment is a reliability disaster waiting to happen. Learn how to structure Development, Test, and Production environments the right way — with solutions, environment variables, managed deployments, and DLP policies that actually protect your organization.
17 min read
Power AutomateExpert
Automating Microsoft Access Database Operations with Power Automate Desktop: Opening Reports, Running Queries, and Exporting Results to Excel in Unattended RPA Workflows
Microsoft Access databases power more enterprise operations than anyone admits — and most of them need daily reporting that someone does manually. This deep-dive lesson shows you how to automate the entire Access reporting cycle with Power Automate Desktop: running queries via COM automation, exporting formatted results to Excel, and building a bulletproof unattended flow that runs at 5 AM without a human in sight.
29 min read
Power AutomatePractitioner
Automating Windows Notification Area and System Tray Interactions in Power Automate Desktop
Most RPA guides ignore the system tray — but that's exactly where many legacy business apps communicate their status. Learn how to detect tray icon states, capture balloon notifications before they vanish, and trigger flow logic based on system tray events using Power Automate Desktop and PowerShell.
22 min read