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Cover image for article on media metadata extraction using ffprobe
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The JSON Your MP4 Is Hiding in Plain Sight

Posted by By xiezixing 2026年7月18日
Your audio and video files already carry a JSON manifest with codec, bitrate, encoder, chapters, color space, and 30 to 80 other fields per stream. Here is how to read that JSON, why ffprobe surfaces fields players hide, and four everyday cases where reading the manifest ends a guessing game.
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Docstring Extractor article poster
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Docstring Extractor: The Documentation Hiding in Plain Sight

Posted by By xiezixing 2026年7月18日
Have you ever opened a JavaScript, Python, or Java file and found 40 lines of…
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Audio Bass Boost: Why Your Low End Is Broken Before You Touch It

Posted by By xiezixing 2026年7月18日
A bass-boost is not a louder bass. It is a frequency-shaped low-shelf curve applied before the master bus clips. Here is what actually moves when you push the 80 Hz slider, and why most home-studio tracks sound muddy long before anyone reaches for an EQ.
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VP8 Image Analyzer: When a Flat WebP File Becomes a 3D Relief Map

Posted by By xiezixing 2026年7月18日
We tend to think of WebP as the format that buys us smaller hero images and faster page loads. But what if every WebP/VP8 file already carries a hidden 3D...
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Resume Bullet Impact Meter article cover showing the four-lens audit concept
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Resume Bullet Impact Meter: The Four-Lens Audit That Turns “Worked on Auth” Into Hires

Posted by By xiezixing 2026年7月18日
Most resume reviewers say "show impact." Almost none tell you how. The phrase is broken…
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A 1280x900 cover image for an article about how Sudoku generators work and why difficulty settings matter.
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Sudoku Generator: Why a Fresh Puzzle Every Morning Is Harder Than It Looks

Posted by By xiezixing 2026年7月17日
A Sudoku generator has three hidden jobs — and the difference between a chore and a craft comes down to whether the difficulty label is honest. Here is how to read the puzzle the tool hands you.
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The R-Squared Trap: Why Your Best-Fit Line Can Quietly Lie to You

Posted by By xiezixing 2026年7月17日
A high R-squared feels like a verdict. The number comes back at 0.92, the slope…
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IBAN SWIFT Validator cover poster
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IBAN & SWIFT Validator: four checks, one verifier

Posted by By xiezixing 2026年7月17日
Cross-border payments need a four-step validator: strip whitespace, check length against country, run mod-97 for IBANs, and verify the 8 or 11 character SWIFT/BIC structure. Here is the exact recipe and the five traps that break it in production.
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TOTP and HOTP offline generator guide: RFC 6238, RFC 4226, HMAC options, and time windows
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The QR Code Is Not the Whole 2FA Setup

Posted by By xiezixing 2026年7月17日
A practical guide to comparing TOTP and HOTP codes by making the shared secret, HMAC algorithm, counter, digits, and time window explicit.
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Before You Delete an Outlier - six question data cleaning protocol
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Before You Delete an Outlier: A 6-Question Data Cleaning Protocol

Posted by By xiezixing 2026年7月17日
A practical protocol for detecting, marking, and processing extreme values without deleting useful evidence.
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