I'm a Senior Software Development Engineer at Amazon\. Over 20\+ years I've worked across adtech, distributed systems, big data, and high-scale maps and navigation — systems... (opens in new tab)

I'm a Senior Software Development Engineer at Amazon\. Over 20\+ years I've worked across adtech, distributed systems, big data, and high-scale maps and navigation — systems that have to stay correct under real production load\. I also serve as an Operational Readiness Bar Raiser, helping teams get launches right: observability, scalability, failure-mode planning, and the operational ownership that keeps systems working every day\. This is where I think out loud about AI, software, and the ha...