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I Do Not Trust a Free Bench With CI Secrets

I Do Not Trust a Free Bench With CI Secrets I keep seeing one shortcut in merge review threads. A failing job gets pasted into a free chat. The suggested patch then runs on a free host. The author called that scratch pair a proof. Did that host ever hold your masked variables? Would you ship if the honest answer is no? The smell in the thread Speed feels like evidence when the clock is loud. A…

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I Turned My Repetitive CSV Checks Into a Python CLI

I kept running the same checks whenever I opened a new CSV or Excel file. Missing values. Duplicate rows. Mixed numeric and text values. Bad dates. Columns that never change.

  • Shahed Razavi created Data Quality Detective (dqdetect) Python CLI tool
  • Analyzes datasets for issues like missing values, duplicates, mixed types, outliers
  • Generates Markdown and HTML reports with suggestions for further inspection

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