Microsoft Excel
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The cockroach of the tech world—ubiquitous, indestructible, and somehow still running mission-critical workflows. Love it or loathe it, Excel remains a staple for quick-and-dirty data manipulation, prototyping, and dashboards that no one ever bothers to migrate. Its pivot tables and formulas can turn chaos into insights, making it the go-to for business users who don’t want to touch SQL.
But let’s be clear: Excel is no friend to scalability, reproducibility, or collaboration. It chokes on large datasets, fosters manual errors, and turns version control into a nightmare. Data engineers will find its use cases limited to small-scale, ad-hoc tasks, though it can be a lifesaver for quick validations or mocks.
Powerful but fragile, Excel is the duct tape of data: invaluable in a pinch, but if it’s holding your pipeline together, something’s gone very, very wrong.
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