I m john allspaw co founder of adaptive capacity labs where we help teams use their incidents to learn and improve we bring research driven methods and approaches to drive effective incident analysis in software reliant organizations previously i was chief technology officer at etsy i also hav
The crux of reproducibility when it comes to bugs is this being able to reproduce a bug requires that the state of the system be nearly identical at the time of reproduction as it was at the time the bug originally occurred something that is impossible to guarantee in large production systems
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