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4 articles found

DuckDB in Production: The Embedded Database Challenging Enterprise Data Dogma

Real engineering teams are running DuckDB in production, cutting costs by 70% and outperforming Spark clusters. But is an embedded analytics database really ready for enterprise workloads, or are we just tired of overcomplicated data stacks?

#duckdb#motherduck#production

jupyter

The Notebook Paradox: Essential for Exploration, Fatal for Production

Data scientists still live in Jupyter notebooks despite MLOps maturing. The problem isn’t the notebook, it’s the cliff between experimentation and production that AI tools still can’t quite fix.

#jupyter#mlops#notebooks...

agentic-ai

Your GenAI Pipeline is Probably Useless (Here’s What Actually Works)

Moving beyond chat interfaces to real agentic AI deployments in data engineering.

#agentic-ai#genai#kubernetes...

evaluation

Your RAG System is Lying to You: The Uncomfortable Truth About Production Metrics

When high-stakes RAG deployments fail silently, teams discover that traditional accuracy metrics miss everything that matters

#evaluation#LLM#metrics...