Software Engineer at Amazon, building large-scale distributed systems in the transportation and finance domains. I write about distributed systems, engineering leadership, and generative AI — passing on whatever I learn.
I wrote the code and let an LLM review it I wrote the code and let an LLM review it | Jaysinh’s own heed Jaysinh's own heed About Tags I wrote the code and let an LLM review it Sep 20, 2026 • Jaysinh Shukla I learned the fundamentals of MCP architecture with an LLM. Instead of passive reading, I implemented a pet project in which the LLM was responsible for preparing a project plan, reviewing my code, answering my questions, tracking project progress but not writing a single line of code. In this post, I will describe how I leveraged an LLM for this exercise. Why should I still write code
Software Engineer at Amazon, building large-scale distributed systems in the transportation and finance domains. I write about distributed systems, engineering leadership, and generative AI — passing on whatever I learn.
I wrote the code and let an LLM review it I wrote the code and let an LLM review it | Jaysinh’s own heed Jaysinh's own heed About Tags I wrote the code and let an LLM review it Sep 20, 2026 • Jaysinh Shukla I learned the fundamentals of MCP architecture with an LLM. Instead of passive reading, I implemented a pet project in which the LLM was responsible for preparing a project plan, reviewing my code, answering my questions, tracking project progress but not writing a single line of code. In this post, I will describe how I leveraged an LLM for this exercise. Why should I still write code
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