I Built a Closed-Loop Self-Healing System for My AI Config — By Accident
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I didn't set out to build a self-healing system. I just wanted to stop forgetting things. What emerged was a feedback loop that fixes itself without me. After 40+ Claude Code sessions, I noticed a pattern: identify a problem → write a rule → forget about it → rediscover the same problem 5 sessions later → write the same rule again. The rules folder was growing. But behavior wasn't changing. The Alertmanager Problem Prometheus Alertmanager has a concept that changed how I think about systems:…
1Key Takeaways
- I didn't set out to build a self-healing system.
- I just wanted to stop forgetting things.
- What emerged was a feedback loop that fixes itself without me.
- After 40+ Claude Code sessions, I noticed a pattern: identify a problem → write a rule → forget about it → rediscover the same problem 5 sessions later → write the same rule again.
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — AI reports that i didn't set out to build a self-healing system.
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