Fabric Runtime 2.0 Is GA but Not Default: An Upgrade Plan
Fabric Runtime 2.0 is GA and set to become the default in late September. A plan to inventory, test libraries and Delta features, and pin runtimes first.
22 articles
Fabric Runtime 2.0 is GA and set to become the default in late September. A plan to inventory, test libraries and Delta features, and pin runtimes first.
Agent Framework is still in preview and Semantic Kernel is in fix-and-stabilise mode: how to decide whether to stay, bridge, or rewrite in February 2026.
What consolidating Azure Data Factory, Databricks, Azure SQL and Power BI onto Microsoft Fabric delivered in production, and where the seams still show.
Our Synapse to Fabric migration took twice as long as planned. Five lessons on scope, notebook refactoring, Direct Lake, capacity monitoring and training.
Many teams that started with LangChain in 2024 are now evaluating Semantic Kernel for its tighter Azure integration and production-ready features. Having…
There is no substitute for learning from real migrations: the patterns we reuse (lift-and-shift for bulk data, iterative modernization for dependent…
A practical Fabric adoption roadmap balances fast wins with platform work — start with a high-impact pilot, instrument the value stream, and invest in a…
The fastest approach uses OneLake shortcuts to reference existing data without copying. Run Fabric alongside existing platform during transition.
Self service analytics : Users can create their own reports Modern visualizations : Interactive, mobile friendly reports Cloud first : Scales without…
Lift and shift existing SSIS packages with minimal changes: Convert SSIS logic to native Azure Data Factory: SSIS Component Data Flow Equivalent OLE DB…
Synapse Pathway translates SQL code from various sources to Azure Synapse Analytics SQL syntax: Teradata to Synapse Netezza to Synapse Snowflake to Synapse…
Instance pools allow you to host multiple Managed Instances with shared resources, optimizing costs for smaller workloads.
Plan your migration early to ensure a smooth transition before the deprecation deadline.
How to use the Microsoft Cloud Adoption Framework for strategy, planning, governance and operations, not just as a landing zone template library.
Azure offers several Data Box options: Data Box Disk : Up to 40 TB per order (8 TB per disk) Data Box : 100 TB storage capacity Data Box Heavy : Up to 1 PB…
Azure SQL Managed Instance is the SQL Server target I recommend most for lift-and-shift migrations from on-premises SQL Server. It's PaaS—no OS to patch…
SQL Server to Azure SQL migration is the database journey I've been on more times than any other, and the first decision that shapes everything else is…
Azure Migrate is the tool that turns a migration conversation from "we think we have about 300 servers" to "we have 287 servers, here's the dependency map…
Private Cloud Dedicated VMware environment Clusters Groups of ESXi hosts (minimum 3) vSAN Software defined storage NSX T Software defined networking HCX…
Every migration project I've run has the same first two weeks: spreadsheet hell. What's running, what does it talk to, what's the dependency graph, what…
Data Box: when the network isn't fast enough, ship it.
Things you can't do in Azure SQL Database but can in Managed Instance. Real-time replication from on-premises SQL Server to Managed Instance - useful for…