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3 episodes
How are coding agents changing software engineering?
This interview transcript discusses Cursor's latest developer habits report, which highlights trends such as accelerated coding speed, larger pull requests, and the increasing use of AI-generated code. The report also examines how top power users are more productive, with context becoming more important in interactions, and models improving in their ability to call tools, reflecting overall advancements in model intelligence.
Introducing Cursor 3
The interview highlights advancements in coding that are narrowing the gap between imagination and reality through the improvement of coding agents' capabilities, making them smarter and faster. This is being celebrated with the announcement of Cursor 3, which serves as a platform for these agents, combining professional development environments, language servers, files, remote SSH, and the ability to run multiple agents locally or in the cloud. The new system enables users to interact with agents directly while building software, allowing them to test changes and potentially automate parts of the process by moving projects onto cloud-based agents that can work independently.
Simon Eskildsen on scaling Shopify, building turbopuffer, and the future of databases
The interview discusses the scaling challenges faced by Shopify from 2010 to 2020, particularly with MySQL databases. One humorous incident involved an unexpected PHP cron job running every hour as part of Percona utilities, causing a soft lock-up due to its dependency on PHP, which was continuously tracking open files and sessions. The team spent considerable time optimizing systems like Memcached, Redis, and MySQL by reducing connection counts and employing various tricks since there were no open-source proxies available at the time. The infrastructure team evolved from a traditional operations-focused structure into one capable of handling multiple severe incidents (SEVs) during flash sales. Flash sales occurred when high-profile influencers promoted new products on platforms like Instagram or Facebook, leading to sudden surges in traffic and inventory contention that could overwhelm systems. Shopify had to manage these by ensuring robust inventory reservation processes and preparing for the influx of demand from millions of users trying to purchase limited stock simultaneously.