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One insight that changed how I design systems:
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One insight that changed how I design systems:

via Dev.toNeeraja Khanapure

LinkedIn Draft — Insight (2026-03-28) One insight that changed how I design systems: Runbook quality decays silently — and that decay kills MTTR Runbooks that haven't been run recently are wrong. Not outdated — wrong. The service changed. The tool was deprecated. The endpoint moved. Nobody updated the doc because nobody reads it until 3am. And at 3am, a wrong runbook is worse than no runbook — it sends engineers down confident paths that dead-end. Runbook decay curve: Quality │▓▓▓▓▓▓▓▓▓▓ │ ▓▓▓▓▓ │ ▓▓▓▓ │ ▓▓▓▓▓ │ ▓▓▓░░░░░░░ │ ░░░░░░░░ ← "last validated 8 months ago" └────────────────────────────────────▶ Write Month 1 Month 3 Month 6 Month 9 The non-obvious part: → The highest-leverage runbook improvement isn't better writing — it's a validation date and a quarterly review reminder. A runbook with 'last validated: 2 weeks ago' that's 70% accurate is worth more than a beautifully written one from 8 months ago that's 40% accurate. My rule: → Every runbook gets a 'last validated' date. Any

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