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A look at Microsoft Fabric

4d ago · 12 min read · Running data functions at large organisations might look like one set of tools for ingestion, another for storage, something else for transformation, a separate analytics layer, and a BI platform bolt

Testing AI: How to Effectively Evaluate LLMs

Mar 23 · 14 min read · Traditional software testing rests on a basic assumption that given the same input, the system produces the same output. A test case defines expected behaviour, and a test passes or fails based on whe

Managing Hidden Waterfalls in Legacy Modernisation Projects

Mar 17 · 9 min read · Why agile delivery fails in legacy heavy environments without structural preparation. Agile remains the dominant model for modern software delivery for good reasons. Iterative development, fast feedba

Why AI Governance is Key to Scaling AI

Mar 16 · 11 min read · Governance is the aspect of AI that most reliably triggers resistance from delivery teams. The perception, which can often be well-founded in experience, is that governance means delays, committees, p

Serverless Architectures: Designing for Scale, Simplicity and Resilience

Jan 19 · 6 min read · Modern applications face a constant tension between competing architectural demands: systems must scale efficiently, remain highly available, perform well under load and be maintainable without excessive operational overhead. This blog, adapted from ...