![[2605.31049] Learning to Solve and Optimize by Evolving Code](/static/img/curated/desks/afbytes-tech.png)
[2605.31049] Learning to Solve and Optimize by Evolving Code
Abstract page for arXiv paper 2605.31049: Learning to Solve and Optimize by Evolving Code
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[2605.29372] On the Road to Personalized Code Intelligence: Portraiting and Assisting Developers Based on Their In-IDE Behaviors
Abstract page for arXiv paper 2605.29372: On the Road to Personalized Code Intelligence: Portraiting and Assisting Developers Based on Their In-IDE Behaviors
[2605.28510] Efficient and Scalable Provenance Tracking for LLM-Generated Code Snippets
Abstract page for arXiv paper 2605.28510: Efficient and Scalable Provenance Tracking for LLM-Generated Code Snippets
Crumb - a small self-improving agent harness in under 200 lines of hand-written TypeScript. Bun runtime, no external libraries.
The goal wasn't to build something useful. It was to take the magic out of