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0 of 3 Articles Published for 3 Days Straight: The 41-Second Timeout Margin That Killed My Automation

For three mornings in a row, my audit log printed the same line: published today: 0 / target: 3 . Nothing crashed. The scripts ran, exited, and prod…

automationclaudeshellscriptsidehustle
Dev.to Aug 15, 2026, 00:00 UTC
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How Claude Code Detects Its Own Weekly Rot and Repairs Itself

Your Claude Code setup doesn't break in one dramatic moment — it degrades a few bytes at a time, and by the time you notice, you've been paying a co…

claudecodeshellscriptautomationlaunchd
Dev.to Jul 26, 2026, 00:00 UTC
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Let Your AI Fix Its Own Broken Automation: Building an Unattended Watchdog

If you ship enough side projects, something in your automation is always quietly on fire — and you usually find out days too late. This is the next…

automationaishellscriptclaude
Dev.to Jul 21, 2026, 05:00 UTC

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