John Folberth 5/6/2026

Prompt, Run, Repeat: Training for a Half Marathon with AI

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This article details the author's experience using AI tools—ChatGPT, GitHub Copilot CLI, and multi-LLM evaluation—to train for a half marathon after an eight-year hiatus and past injuries. The author explains why generic training plans failed and how AI provided personalized coaching, real-time adjustments, data integrity via Fitbit integration, and cross-validation of training readiness. The focus is on using AI as a tailored fitness tool rather than achieving speed records, highlighting practical applications of technology for personal health and training.

Prompt, Run, Repeat: Training for a Half Marathon with AI

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