The Semantic Layer Generator: When Agentic AI Meets Data Architecture
How a 5-phase autonomous pipeline eliminates weeks of manual data modelling — and why it matters for every analytics team shipping at scale.
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Applying AI in Data Engineering - the Agentic Data Engineering
How to apply Agentic AI principles and processes to ease the frictions of the current state of data engineering
Anatomy of a Production RAG System
Retrieval-augmented generation is easy to demo and hard to run. A walkthrough of the offline indexing path, the online query path and the evaluation loop that ties them together.
Idempotent Data Pipelines: Making Re-runs Boring
Retries and backfills are inevitable. Design pipelines so that running them twice gives exactly the same result as running them once.
Designing a Lakehouse with the Medallion Architecture
How to structure raw, refined and curated layers so a lakehouse stays trustworthy, debuggable and cheap to evolve.
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