February 10, 2026
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2026

AI-augmented data quality engineering

bizadmin06 mins

Why traditional data quality is no longer enough Modern enterprise data platforms operate at a petabyte scale, ingest fully unstructured sources, and evolve constantly. In such environments, rule-based data quality systems fail to keep pace. They depend on manual constraint definitions that do not generalize to messy, high-dimensional, fast-changing data. This is where AI-augmented data…

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The devops certifications tech companies want

bizadmin08 mins

Devops continues to expand in development environments everywhere from small startups to the largest global enterprises. The worldwide devops market, including products and services, increased from $10.56 billion in 2023 to $12.4 billion in 2024, according to The Business Research Company. The firm predicts the market will expand to $37.33 billion by 2029. As increasingly…

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Is AI killing open source?

bizadmin07 mins

Open source has never been about a sprawling community of contributors. Not in the way we’ve imagined it, anyway. Most of the software we all depend on is maintained by a tiny core of people, often just one or two, doing unpaid work that companies use as essential infrastructure, as recently covered by Brookings research….

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