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#Debugging

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AI & Data•Mar 28, 2026•8 min readEN

My Son's AI Tutor Spent a Day Talking to Itself

I built an OpenClaw agent to send my son daily knowledge bites on WhatsApp. Then a version update broke echo detection, and the bot spent hours in a self-conversation loop. Here's what went wrong, how we fixed it, and what it says about where tools like OpenClaw actually stand.

OpenClawWhatsAppAI AgentsDebuggingEcho LoopSelf-ChatAutomation

AI & Data•Mar 15, 2026•5 min readEN

Three Auto-Update Managers Walk Into a Loop

My OpenClaw gateway spent 16 hours killing itself in a restart loop. The culprit was a cron job the AI agent created months ago without telling me.

AI AgentsOpenClawDebuggingAutomationmacOS