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    If you grew up in the 1980s, chances are you had a collection of cassette tapes. Remember those? The media format, about the size of a large stack of credit cards, was the primary way we listened to music in the ’80s before being overtaken by CDs in the ’90s and eventually streaming services like Spotify. If…

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    The Artificial Analysis leaderboard updated on July 25, 2026, and Opus 5 appeared at or near the top across multiple evaluation categories, catching much of the developer community off guard. For working developers, the Opus 5 AI leaderboard placement raises immediate questions about model selection, cost implications, and whether migration from existing Claude 4.8 or…

    Hypothesis-driven debugging exists precisely for moments when confident-sounding AI fixes collide with the messy reality of production systems. This article teaches a repeatable, hypothesis-driven debugging workflow implemented in JavaScript, applying the scientific method to software defects.