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A Brief History… and a Future AI Event Horizon for Software Engineers

Soon, we may all have the ability to include a near (or above!) human-level intelligence coder running right on our own devices.

Chris Frewin
8 min readJan 15, 2025
My fully completed Advent of Code stars for 2024. The first time I’ve ever gotten all 50 stars.

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The Truth…

I have a confession. In December 2024, I fully completed “Advent of Code”, or “AoC” in Rust, with all 50 challenge stars. How did I do it? Nearly entirely using careful prompting with Claude 3.5 Sonnet! To be honest, I was extremely impressed by Claude’s ability to consistently write code that produced fully working solutions. I’d estimate that this was the case approximately 75% of the time, with a single shot! Furthermore, a single shot with only the problem prompt itself (which in AoC format, always includes step-by-step smaller examples).

As the 25 days of Christmas go on, many of the AoC problems become increasingly non-trivial. Solutions typically require usage of advanced algorithms, such as breadth-first-search (or…

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Chris Frewin
Chris Frewin

Written by Chris Frewin

https://wheelscreener.com https://vannacharm.com https://chrisfrew.in 👨‍💻 Software Engineer 🏠 Austria/USA 🍺 Homebrewer ⛷🏃‍ 🚴 Outdoorsman

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