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#reliability

3 articles found

Beyond #NotebookEverything: The Production Engineering Debt You Didn’t Know You Were Building
notebooks
Featured

Beyond #NotebookEverything: The Production Engineering Debt You Didn’t Know You Were Building

Jupyter notebooks revolutionized data exploration, but shipping them to production creates a silent reliability tax that compounds faster than your data grows. Here’s why the tools that accelerate development actively undermine operational excellence.

#notebooks#production-pipelines#reliability
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Configuration Is Code at Runtime, But We Design It Like a Text File: The Architectural Inconsistency Costing You Outages
configuration

Configuration Is Code at Runtime, But We Design It Like a Text File: The Architectural Inconsistency Costing You Outages

Configuration directly controls system behavior at runtime, yet we apply a fraction of the rigor used for application code. This architectural blind spot explains why most major outages trace back to config changes, and why stronger typing, semantic validation, and gradual rollouts aren’t just nice-to-haves but fundamental requirements.

#configuration#devops#reliability
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The Great AI Disillusionment: When Hype Meets Hard Reality
Enterprise

The Great AI Disillusionment: When Hype Meets Hard Reality

Why early AI adopters are losing faith in large language models as reliability gaps, unpredictable failures, and real-world costs expose the cracks in the revolution

#Enterprise#LLM#reliability...
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