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Editions
.NET Development
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How .NET 10.0 boosted JSON Schema performance by 18%
We benchmarked endjin's JSON Schema library on .NET 10.0 and saw large performance gains.
Rx.NET v6.1 Now Available
Rx.NET 6.1 is now available, adding some useful new features.
Composition, Polymorphism, and Pattern Matching with JSON Schema and .NET
We discover how composition in JSON Schema is a natural fit for .NET with Corvus.JsonSchema.
Analytics
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The Data Product Canvas: The Theory Behind The Canvas
Explore the theoretical foundations of the Data Product Canvas. Understand how the Business Model Canvas and Data Mesh principles combine to create a powerful framework for designing successful data products.
The Data Product Canvas in Action
See the Data Product Canvas in action with a real-world scenario. Follow along as we work through each building block to design a high-impact, feasible data product for a national garden center chain facing revenue challenges.
The Data Product Canvas: Deep Dive into the Building Blocks
Explore the nine building blocks that make up the Data Product Canvas. Learn how to approach each component to design data products that deliver real value and avoid common pitfalls.
Apprenticeship
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Guest Blog Post: Hello World! I'm Ray and I'm doing work experience.
Ray, a Year 10 student, spent a week at endjin doing work experience.
Retrospecting on my career at endjin
Liam joined endjin as part of the Software Engineering Apprenticeship 2021 cohort. In this post he looks back on his time at endjin before moving on.
Life as an Apprentice Engineer at endjin
Eli joined endjin as part of the Software Engineering Apprenticeship 2021 cohort. In this post she reflects on her first two years.
Architecture
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The Data Product Canvas: The Theory Behind The Canvas
Explore the theoretical foundations of the Data Product Canvas. Understand how the Business Model Canvas and Data Mesh principles combine to create a powerful framework for designing successful data products.
The Data Product Canvas in Action
See the Data Product Canvas in action with a real-world scenario. Follow along as we work through each building block to design a high-impact, feasible data product for a national garden center chain facing revenue challenges.
The Data Product Canvas: Deep Dive into the Building Blocks
Explore the nine building blocks that make up the Data Product Canvas. Learn how to approach each component to design data products that deliver real value and avoid common pitfalls.
Automation
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Power Query - Where can you use it? - Power BI
In this series of posts, we look at all the places where you can integrate Power Query as part of your data solutions. Here we look at Power BI.
Power Query - Where can you use it? - Microsoft 365
In this series of posts, we look at all the places where you can integrate Power Query as part of your data solutions. Here we look at Microsoft 365.
Using the Playwright C# SDK to automate 2FA authentication for AAD and MSA
Learn to configure AAD or MSA 2FA profiles for UI automation testing with Time-based One-Time Passwords.
Azure
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Writing structured data to SharePoint from Synapse Notebooks
This post describes an approach to write data to SharePoint from Synapse Notebooks.
Reading structured data from SharePoint in Synapse Notebooks
This post describes an approach to copy files and data from SharePoint into Azure using Synapse Notebooks.
Reading structured data from SharePoint in Synapse Pipelines
This post describes an approach to copy files and data from SharePoint into Azure using Synapse Pipelines.
Azure Synapse Analytics
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Batch Processing Triggered Pipeline Runs in Azure Synapse
This post describes a pattern for batch processing triggered pipeline runs in Azure Synapse
Reliably refreshing a Semantic Model from Azure Data Factory or Synapse Pipelines
This post describes a pattern for reliably refreshing Power BI semantic models from Azure Data Factory or Azure Synapse Pipelines.
Writing structured data to SharePoint from Synapse Notebooks
This post describes an approach to write data to SharePoint from Synapse Notebooks.
Big Compute
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What is a Data Lakehouse?
What exactly is a Data Lakehouse? This blog gives a general introduction to their history, functionality, and what they might mean for you!
Azure Synapse Analytics: How serverless is replacing the data warehouse
Serverless data architectures enable leaner data insights and operations. How do you reap the rewards while avoiding the potential pitfalls?
Benchmarking Azure Synapse Analytics - SQL Serverless, using Polyglot Notebooks
New Azure Synapse Analytics service offers SQL Serverless for on-demand data lake queries. We tested its potential as a Data Lake Analytics replacement.
Big Data
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Top Features of Notebooks in Microsoft Fabric
Discover the top key features of notebooks in Microsoft Fabric.
DuckLake in Perspective: Advanced Features and Future Implications
Explore DuckLake's advanced capabilities including built-in encryption, sophisticated conflict resolution, and the strategic implications for future data architecture. Understand how DuckLake enables new business models and positions itself against established lakehouse formats.
DuckLake in Practice: Hands-On Tutorial and Core Features
Get hands-on with DuckLake through a comprehensive tutorial covering installation, basic operations, file organization, snapshots, and time travel functionality. Learn how DuckLake's database-backed metadata management works in practice.
Cloud
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FabCon Vienna 2025: Day 3
FabCon is a conference dedicated to everything Microsoft Fabric. Day 3's sessions included migration, Databricks, Spark optimisation, and more.
FabCon Vienna 2025: Day 2
FabCon is a conference dedicated to everything Microsoft Fabric. Day 2 featured deep dives into OneLake, Maps in Fabric, and multi-agent AI systems.
FabCon Vienna 2025: Day 1
FabCon is a conference dedicated to everything Microsoft Fabric. Day 1 was mostly focused around the hundreds of new feature announcements.
Culture
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Guest Blog Post: Hello World! I'm Ray and I'm doing work experience.
Ray, a Year 10 student, spent a week at endjin doing work experience.
Retrospecting on my career at endjin
Liam joined endjin as part of the Software Engineering Apprenticeship 2021 cohort. In this post he looks back on his time at endjin before moving on.
Women of Silicon Roundabout: Day 2
Women of Silicon Roundabout is the UK's largest women in tech event. Day two topics included: green tech, burnout, and Python!
Data
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The Data Product Canvas: The Theory Behind The Canvas
Explore the theoretical foundations of the Data Product Canvas. Understand how the Business Model Canvas and Data Mesh principles combine to create a powerful framework for designing successful data products.
The Data Product Canvas in Action
See the Data Product Canvas in action with a real-world scenario. Follow along as we work through each building block to design a high-impact, feasible data product for a national garden center chain facing revenue challenges.
The Data Product Canvas: Deep Dive into the Building Blocks
Explore the nine building blocks that make up the Data Product Canvas. Learn how to approach each component to design data products that deliver real value and avoid common pitfalls.
Data Engineering
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Building data quality into Microsoft Fabric
Data quality issues are one of the biggest silent killers of analytics initiatives. This post explores how to build data quality into Microsoft Fabric from the ground up.
FabCon Vienna 2025: Day 3
FabCon is a conference dedicated to everything Microsoft Fabric. Day 3's sessions included migration, Databricks, Spark optimisation, and more.
FabCon Vienna 2025: Day 2
FabCon is a conference dedicated to everything Microsoft Fabric. Day 2 featured deep dives into OneLake, Maps in Fabric, and multi-agent AI systems.
Data Storytelling
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How to Build Mobile Navigation in Power BI
This is follow guide to designing a mobile navigation in Power BI, covering form, icons, states, actions, with a view to enhancing report design & UI.
Databricks
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What is a Data Lakehouse?
What exactly is a Data Lakehouse? This blog gives a general introduction to their history, functionality, and what they might mean for you!
Intro to Microsoft Fabric
Microsoft Fabric unifies data & analytics, building on Azure Synapse Analytics for improved data-level interoperability. Explore its offerings & pros/cons.
Version Control in Databricks
Explore how to implement source control in Databricks notebooks, promoting software engineering best practices.
Dataverse
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How to access multi-select choice column choice labels from Azure Synapse Link for Dataverse with PySpark or SQL
Learn how to access multi-select choice column choice labels from Azure Synapse Link for Dataverse using PySpark or SQL.
How to access choice labels from Azure Synapse Link for Dataverse with SQL
Learn how to access the choice labels from Azure Synapse Link for Dataverse using T-SQL through SQL Serverless and by using Spark SQL in a Synapse Notebook.
How to access choice labels from Azure Synapse Link for Dataverse with PySpark
Learn how to access the choice labels from Azure Synapse Link for Dataverse using PySpark.
DevOps
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Supercharge Your Dev Containers on Windows
Running VS Code Dev Containers on Windows? Clone repos inside WSL filesystem to eliminate I/O bottlenecks and boost performance dramatically.
Polyglot Notebooks for Ops
Polyglot Notebooks' PowerShell support enhances IT Ops with robust, repeatable processes via 'executable documentation'.
Exploring OpenChain: From License Compliance to Security Assurance
Open-source software has become an essential part of many organisation's software supply chain, however, this poses challenges with license compliance and security assurance.
Engineering Practices
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Building data quality into Microsoft Fabric
Data quality issues are one of the biggest silent killers of analytics initiatives. This post explores how to build data quality into Microsoft Fabric from the ground up.
Rx.NET v6.1 Now Available
Rx.NET 6.1 is now available, adding some useful new features.
Supercharge Your Dev Containers on Windows
Running VS Code Dev Containers on Windows? Clone repos inside WSL filesystem to eliminate I/O bottlenecks and boost performance dramatically.
Innovation
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The Data Product Canvas: The Theory Behind The Canvas
Explore the theoretical foundations of the Data Product Canvas. Understand how the Business Model Canvas and Data Mesh principles combine to create a powerful framework for designing successful data products.
The Data Product Canvas in Action
See the Data Product Canvas in action with a real-world scenario. Follow along as we work through each building block to design a high-impact, feasible data product for a national garden center chain facing revenue challenges.
The Data Product Canvas: Deep Dive into the Building Blocks
Explore the nine building blocks that make up the Data Product Canvas. Learn how to approach each component to design data products that deliver real value and avoid common pitfalls.
Internet of Things
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Do robots dream of counting sheep?
Some of my thoughts inspired whilst helping out on the farm over the weekend. What is the future of work given the increasing presence of machines in our day to day lives? In which situations can AI deliver greatest value? How can we ease the stress of digital transformation on people who are impacted by it?
How to use SQL Notebooks to access Azure Synapse SQL Pools & SQL on demand
Wishing Azure Synapse Analytics had support for SQL notebooks? Fear not, it's easy to take advantage rich interactive notebooks for SQL Pools and SQL on Demand.
ArrayPool vs MemoryPool—minimizing allocations in AIS.NET
Tracking down unexpected allocations in a high-performance .NET parsing library.
Machine Learning
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What is a Data Lakehouse?
What exactly is a Data Lakehouse? This blog gives a general introduction to their history, functionality, and what they might mean for you!
SQLbits 2024 - The Best Bits
This is a summary of the sessions I attended at SQLbits 2024 - Europe's largest expert led data conference. This year SQLBits was hosted at Farnborough IECC, Hampshire.
SQLbits 2023 - The Best Bits
This is a summary of the sessions I attended at SQLbits 2023 in Newport Wales, which is Europe's largest expert led data conference.
Microsoft Fabric
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Building data quality into Microsoft Fabric
Data quality issues are one of the biggest silent killers of analytics initiatives. This post explores how to build data quality into Microsoft Fabric from the ground up.
Top Features of Notebooks in Microsoft Fabric
Discover the top key features of notebooks in Microsoft Fabric.
FabCon Vienna 2025: Day 3
FabCon is a conference dedicated to everything Microsoft Fabric. Day 3's sessions included migration, Databricks, Spark optimisation, and more.
Modern Compute
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Modern Compute: Compute-Intensive Workloads
We have a wide range of computational mechanisms at our disposal, some of which emerged thanks to recent advances in AI. In this post, we look at the kinds of workloads that can take advantage of these.
Modern Compute: Unavoidable Practicalities
Thanks in part to recent advances in AI, we have a range of computational mechanisms at our disposal. However, certain universal truths apply to all of them.
After the AI Storm: Modern Compute
Recent huge investment in AI has changed the modern computational landscape. Whatever the value of recent AI developments ultimately proves to be, we have some new hardware capabilities as a side effect. What else do these enable?
Open Source
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Rx.NET v6.1 Now Available
Rx.NET 6.1 is now available, adding some useful new features.
Guest Blog Post: Hello World! I'm Ray and I'm doing work experience.
Ray, a Year 10 student, spent a week at endjin doing work experience.
What is a Data Lakehouse?
What exactly is a Data Lakehouse? This blog gives a general introduction to their history, functionality, and what they might mean for you!
OpenChain
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Exploring OpenChain: From License Compliance to Security Assurance
Open-source software has become an essential part of many organisation's software supply chain, however, this poses challenges with license compliance and security assurance.
The OpenChain specification explained
When implementing OpenChain, understanding the specification will help guide your organisation to having processes in place to review and manage open-source software
What are the risks with open-source software?
The key risks associated with open-source software, from whether you use it minimally, to using it throughout all your systems.
Power BI
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Top Features of Notebooks in Microsoft Fabric
Discover the top key features of notebooks in Microsoft Fabric.
Reliably refreshing a Semantic Model from Azure Data Factory or Synapse Pipelines
This post describes a pattern for reliably refreshing Power BI semantic models from Azure Data Factory or Azure Synapse Pipelines.
Reliably refreshing a Semantic Model from Microsoft Fabric Pipelines
This post describes a pattern for reliably refreshing Power BI semantic models from Microsoft Fabric Pipelines.
Python
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What is a Data Lakehouse?
What exactly is a Data Lakehouse? This blog gives a general introduction to their history, functionality, and what they might mean for you!
Creating Quality Gates in the Medallion Architecture with Pandera
This blog explores how to implement robust validation strategies within the medallion architecture using Pandera, helping you catch issues early and maintain clean, trustworthy data.
How to step into external code when debugging a Python Behave test in VS Code
Learn how to configure VS Code to enable stepping into external code when debugging a Python Behave test
Security and Compliance
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No-code/Low-code is software DIY - how do you avoid DIY disaster?
No-code/Low-code democratizes software development with little to no coding skills needed. But how do you evaluate if software DIY is the right choice for you?
Exploring OpenChain: From License Compliance to Security Assurance
Open-source software has become an essential part of many organisation's software supply chain, however, this poses challenges with license compliance and security assurance.
The OpenChain specification explained
When implementing OpenChain, understanding the specification will help guide your organisation to having processes in place to review and manage open-source software
Spark
View all (5)
Writing structured data to SharePoint from Synapse Notebooks
This post describes an approach to write data to SharePoint from Synapse Notebooks.
Reading structured data from SharePoint in Synapse Notebooks
This post describes an approach to copy files and data from SharePoint into Azure using Synapse Notebooks.
Spark dev containers: packaging code for testability
Once you've thoroughly tested your code against the local Spark service in your dev container, you'll want to run it in a real Spark cluster. This posts shows how to deploy such code to Microsoft Fabric.
Startups
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How to Monetize APIs with Azure API Management
Explore monetizing APIs with our guide. We offer strategies, videos, and code via Azure API Management to fast-track your business model.
10 ways working with Microsoft helped endjin grow since 2010
Microsoft recently shot a video interviewing endjin co-founder, Howard van Rooijen, and Director of Engineering, James Broome, about how Microsoft has helped endjin grow over the past decade. This posts the top 10 ways in which Microsoft helped - from providing access to valuable software and services, to opening up sales channels, to helping to navigate the minefield of UK Financial Services regulations around cloud adoption.
What makes a successful FinTech start-up?
In this post we discuss the characteristics of a great FinTech startup, and the importance of the API Economy to innovation in Financial Services.
Strategy
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The Data Product Canvas: The Theory Behind The Canvas
Explore the theoretical foundations of the Data Product Canvas. Understand how the Business Model Canvas and Data Mesh principles combine to create a powerful framework for designing successful data products.
The Data Product Canvas in Action
See the Data Product Canvas in action with a real-world scenario. Follow along as we work through each building block to design a high-impact, feasible data product for a national garden center chain facing revenue challenges.
The Data Product Canvas: Deep Dive into the Building Blocks
Explore the nine building blocks that make up the Data Product Canvas. Learn how to approach each component to design data products that deliver real value and avoid common pitfalls.
UX
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Learning from Disaster - A Creative Walkthrough of the Titanic Power BI Report
In Paul Waller's final, and posthumously published blog post, he takes you through a creative walk-through of the Titanic Power BI Report he created with Barry Smart.
How to Build Mobile Navigation in Power BI
This is follow guide to designing a mobile navigation in Power BI, covering form, icons, states, actions, with a view to enhancing report design & UI.
Power BI Images That Pop: A Guide to Intuitive, Easy-to-Maintain Reports
Explore integrating icons, pictograms and images into Power BI in the optimal way to enhance the user experience and minimise effort required to build and maintain reports.
Visualisation
View all (18)
Learning from Disaster - A Creative Walkthrough of the Titanic Power BI Report
In Paul Waller's final, and posthumously published blog post, he takes you through a creative walk-through of the Titanic Power BI Report he created with Barry Smart.
How to Build Mobile Navigation in Power BI
This is follow guide to designing a mobile navigation in Power BI, covering form, icons, states, actions, with a view to enhancing report design & UI.
Power BI Images That Pop: A Guide to Intuitive, Easy-to-Maintain Reports
Explore integrating icons, pictograms and images into Power BI in the optimal way to enhance the user experience and minimise effort required to build and maintain reports.