AWS Emulator and the engineer's job when agents write the code
AWS Emulator, launched today and written and tested entirely by agents, gives you a local copy of more than 200 AWS services to test against. Swami Sivasubramanian recalls the high-fidelity simulation his team built to test one of Amazon's earliest distributed systems, and writes about how the engineer's work changes when agents write the code.
The article recounts how Swami's work at Amazon led to Dynamo and AWS's data strategy, and mentions AWS Emulator's role in testing with agents.
Swami's insight into key-value operations led to Dynamo's development.
AWS Emulator provides a test environment for agents, as mentioned in the article.
Swami contributed to AWS's data strategy and AI innovation over the years.
Summarised automatically by AI from the original article by Hacker News. AI can make mistakes, so check the original for details.
In 2004, barely a month into my new job at Amazon, I got the opportunity to pick an intern to join my team. I had an advantage over my colleagues: I had already heard about a brilliant young man working toward his PhD at the Vrije Universiteit in Amsterdam (where I happened to have received mine as well :-)). I immediately picked Swaminathan Sivasubramanian, whom you all now know as Swami. It was probably one of the best decisions I have made in my 22 years as Amazon’s CTO.
After a disastrous Christmas in 2004, when commercial relational databases could not scale to Amazon’s needs, I asked Swami to do a deep dive into how relational databases were actually used at Amazon. It turned out that 70% of database operations were not relational at all. They were key-value. That insight led to Dynamo, which Swami helped architect. When his internship was over, I hired him full-time right away, even before he had finished his PhD.
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