-
GEM: An AI-Driven Feedback-to-Fix Loop for Azure
I found Microsoft’s inside look at how Azure turns fragmented customer feedback into real product improvements really practical. Teams were drowning in 10,000–15,000 feedback reports a month and spent 80–100 hours (previously 110–160) on manual synthesis. To fix that, Microsoft…
-
CSP on Azure Databricks: Navigating Compliance for Regulated Workloads
Microsoft is tightening the rules for processing regulated health data on Azure Databricks: the Compliance Security Profile (CSP) — a joint Microsoft and Databricks hardening effort — must be enabled for HIPAA, HITRUST, and IRAP workloads by September 1, 2026.…
-
AI-Assisted Support Email Intake with Power Automate and Foundry
I dug into Microsoft’s step‑by‑step tutorial that shows how to build an AI‑assisted support‑email intake using Power Automate, an Azure Function, and a Microsoft Foundry (Azure OpenAI) model. The AI extracts product, country, error code and a recommended routing key,…
-
Azure Ephemeral OS Disk With Full Caching Goes GA: Near-Local OS I/O for AI and Real-Time Workloads
I read Microsoft’s announcement that Ephemeral OS disk with full caching is now generally available — a neat upgrade that caches the entire OS image on a VM’s local storage so OS disk reads no longer depend on remote storage.…
-
Azure VM Scale Sets: Automatic Zone Placement Simplifies Zonal Deployments
Microsoft has opened the public preview of Automatic Zone Placement for Azure Virtual Machine Scale Sets — a welcome simplification for anyone juggling zonal deployments across regions. In short, you tell Azure the placement constraints you care about and it…
-
AI-Assisted Support Email Workflow with Power Automate and Microsoft Foundry
I walked through Microsoft’s hands‑on tutorial that builds an AI‑assisted support email intake using Microsoft 365, Power Automate, an Azure Function, and Microsoft Foundry. The model (the lab uses gpt‑5.4‑mini) extracts structured fields like product, country, and error code and…
-
User-Bound UD SAS Goes GA: Restrict Tokens to a Named Entra ID
I noticed Microsoft has made “user-bound user delegation SAS” generally available — an extension of user delegation (UD) SAS that ties a SAS token to a specific Entra ID identity. In short: you can now issue SAS tokens that only…
-
Azure’s AI Feedback Loop: Turning Customer Signals into Action
I dug into Microsoft’s write-up on how Azure is using AI to make customer feedback actually useful, and it’s a neat example of practical AI: instead of tossing models at a vague problem, the team built an agentic “feedback-to-fix” loop…
-
AI Agent ROI Framework: Turning Experiments into Measurable Value
I dug into Microsoft’s Azure Architecture Blog post “AI Agent ROI Framework” — it’s a tidy, practical playbook for anyone trying to move AI agents from experiments to measurable business value. The post argues you should start with outcome-driven use…
-
HIPAA CSP on Azure Databricks: Key Considerations Before Enabling
I just went through Microsoft’s guidance on enabling the Compliance Security Profile (CSP) for HIPAA on Azure Databricks — the gist is clear: CSP is a joint Microsoft–Databricks control set that hardens workspaces and becomes mandatory for processing HIPAA, HITRUST,…
-
Network-Aware Lift-and-Shift with Azure Migrate
I dug into the Azure Networking blog post by Sudha Mahajan and Vijay Mamtani about adding network intelligence to Azure Migrate — and the headline is simple: lift-and-shift migrations only work well when the network moves with the application. The…
-
Network-First Azure Migrate: Turning Network Insight into Migration Readiness
I read the Azure Networking blog post from Sudha Mahajan and Vijay Mamtani about adding network intelligence to Azure Migrate, and the opening line sums it up well: “Lift-and-shift succeeds when the network moves with the application.” The post points…
-
Azure Ephemeral OS Disk with Full Caching: Faster, More Reliable OS IO
I’m excited to share that Microsoft has announced the general availability of Ephemeral OS disk with full caching for Azure VMs and VM scale sets. In short: the entire OS disk image is cached onto local storage (resource disk or…
-
Azure VMSS Automatic Zone Placement: Simplifying Zonal Deployments
I read Microsoft’s announcement about the public preview of Automatic Zone Placement for Azure Virtual Machine Scale Sets and I think this could really simplify zonal deployments. Instead of manually tracking SKU availability and maintaining per-region zone lists, you can…
-
GEM: AI-Driven Feedback to Action at Scale
I just read Microsoft’s Customer Zero post about the Great Experiences Matter (GEM) initiative — a neat example of using AI to turn fragmented customer feedback into real engineering work. The problem was familiar: feedback was scattered across in-product surveys,…
-
Turning Feedback into Action: Azure’s GEM AI Pipeline
I just read Microsoft’s write-up on how Azure turned fragmented customer feedback into actionable engineering work using an AI-enabled pipeline called Great Experiences Matter (GEM). In short: GEM ingests 10,000–15,000 feedback reports a month from surveys, support cases, field conversations…
