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The Agile Manifesto is 180 words. Most engineers who 'do agile' have never read them. Twenty-five years on, the original document holds up better than the industry built around it.
Most engineering metrics measure activity, not outcomes. As AI coding tools inflate the numbers further, it is time to be honest about what actually signals a healthy engineering team.
Most engineering teams review code the same way, and most are spending their time on the wrong things. A checklist for what only a human can catch — and what to stop debating.
AI didn't kill the take-home coding assignment — it exposed what was always wrong with it. Five alternatives that actually predict whether someone can do the job.
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