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I Built 20 AI-Powered DevOps Tools Because I Got Tired of Doing This Stuff Manually

DEV Community·Manikanta Suru·6 months ago
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#aws#ai#devops#sre#tools
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I've been a DevOps/SRE engineer for 10+ years.

I've managed 50+ EKS clusters at Apple scale, built OTA firmware

pipelines for 300+ EV chargers, migrated 80 applications to AWS,

and been the sole infrastructure engineer at two energy startups

where I supported teams of 30-40 engineers alone.

In all of that time, certain tasks never stopped being painful.

47 CloudWatch alarms firing at 11pm — and you have to figure out

which 3 actually matter.

A pod CrashLoopBackOff at 2am — logs open, describe output open,

trying to diagnose while half asleep.

A Terraform plan before a production apply — tired, reviewing it

manually, knowing you'll miss something.

A weekly AWS bill spike — someone asks why, you dig through Cost

Explorer for 40 minutes.

I got tired of doing all of this manually.…

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