DATA, AI, AND THE REAL WORLD
The complete archive of published articles. A continuous exploration of technology, systems, ideas, and their consequences.
A practical exploration of MongoDB Search, focusing on how the search layer operates, why observability matters, and how to approach diagnostics in modern architectures.
A practical map of MongoDB offerings across Europe’s sovereign cloud providers. Explore where MongoDB is available, how it is delivered, and access direct links to deploy it across DBaaS, Kubernetes, and managed platforms.
Forget the double migration. Use AI-driven semantic analysis to leap directly from Mainframe to document-oriented…
MongoDB Data Modeling: The Shift to an Application-First Mindset Most data models don’t break in…
When AI writes the code, the real job moves somewhere else Something quiet but structural…
Public institutions accumulate legacy silos over decades, fragmenting the representation of the citizen across systems. This article explores how an entity-centric Single View architecture, built on MongoDB, transforms integration from runtime joins into a persistent operational model for the Public Sector.
AI tools and agents are reshaping software development by transforming how legacy systems are modernized.
Rather than focusing on code generation alone, Generative AI enables deeper understanding of existing applications, data, and dependencies. By combining AI agents, structured analysis, and modern data platforms, organizations can accelerate legacy modernization, reduce risk, and evolve complex systems continuously instead of relying on costly, one-time rewrites.
Master Data Management is not about consolidating records or choosing a system of record.
It is about defining how truth is constructed when systems disagree.
This monograph presents a production-grade MDM pattern based on attribute-centric Golden Records, explicit governance, and temporal versioning. From ingestion to conflict resolution, it shows how truth is composed, explained, and preserved over time in real enterprise architectures.
The history of artificial intelligence has been marked by successive breakthroughs – beating humans at…
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