5 min read
Prompt Debt: The New Form of Technical Debt in Data Engineering
Data engineering teams are not struggling to generate code. They are struggling to control it. Probabilistic LLMs can draft SQL, transformations,...
Read The PostHow-to guides for smarter data management, TX Tuesdays and more
5 min read
Data engineering teams are not struggling to generate code. They are struggling to control it. Probabilistic LLMs can draft SQL, transformations,...
Read The Post
5 min read
Most concerns about LLM-generated pipeline code are not really about quality. They are about control. A data pipeline is a production system that...
11 min read
The meeting starts with a simple question.
7 min read
You've invested in Microsoft Fabric. Your lakehouse is humming. Your pipelines move data. But here's the question that keeps surfacing in...
12 min read
Data engineering teams are being asked to deliver more pipelines, support more downstream use cases, and keep production stable with smaller teams....
6 min read
In the era of rapid AI adoption and real-time analytics, Microsoft Fabric is becoming a central hub for consolidating data across the business. At...
5 min read
Regulatory compliance in modern analytics is an operational requirement that demands technical precision rather than just legal oversight. As...
19 min read
AI can produce an answer to an analytics question faster than any dashboard or ticket queue. The problem is that speed is not the hard part in...
5 min read
Organizations adopting Microsoft Fabric must recognize that a unified data infrastructure fundamentally changes the requirements for data validation....
3 min read
Microsoft Fabric democratized data access with OneLake and Direct Lake mode. These concepts promise a copy-free future. But for Data Architects and...
6 min read
Bad data is expensive. It’s the "silent killer" of most analytics initiatives. It shows up in a slightly inaccurate dashboard, a skewed machine...
10 min read
Bad data is expensive.
10 min read
According to Microsoft, 74% of Fortune 500 companies have adopted Microsoft Fabric. But within the data community we’re seeing a consistent pattern...
2 min read
The Fivetran–dbt Merger Explained In October 2025, Fivetran and dbt Labs announced an all-stock merger, combining Fivetran’s automated ingestion...
9 min read
In November 2024, Anthropic introduced the Model Context Protocol (MCP) as the missing standard for connecting AI systems to enterprise data. The...
5 min read
Many organizations find themselves trapped in a constant struggle with their data infrastructure.
17 min read
Your data architecture is no longer just a backend IT concern. It's the foundation of your ability to innovate, adapt, and compete. A well-designed...
9 min read
Today when organizations are experiencing explosive growth in their data volumes, imagine your Microsoft Fabric environment expanding from 10TB to...