{"slug": "ep-8-my-ai-agent-reads-handwritten-timesheets-it-gets-the-receipts-100-right-and", "title": "Ep. 8: My AI Agent Reads Handwritten Timesheets. It Gets the Receipts 100% Right and the Names 14% Right.", "summary": "A developer built an AI agent that reads handwritten timesheets, reporting that it extracts receipt data with 100% accuracy but correctly identifies names only 14% of the time. The results, shared in the Agent of One podcast, highlight the uneven performance of vision-based document extraction on messy handwriting.", "body_md": "The audio version of this post: https://blakelapierre.substack.com/p/my-ai-agent-reads-handwritten-timesheets . I write this show through my AI agents, and an AI voice reads it to you.\n\nDiscussion about this episode\n\nAgent of One Podcast\n\nBuilding a one-person business with a fleet of AI agents, real numbers included.\n\nBuilding a one-person business with a fleet of AI agents, real numbers included.", "url": "https://wpnews.pro/news/ep-8-my-ai-agent-reads-handwritten-timesheets-it-gets-the-receipts-100-right-and", "canonical_source": "https://blakelapierre.substack.com/p/ep-8-my-ai-agent-reads-handwritten", "published_at": "2026-10-23 07:36:47+00:00", "updated_at": "2026-10-26 01:13:13.513184+00:00", "lang": "en", "topics": ["ai-agents", "ai-tools", "computer-vision", "artificial-intelligence"], "entities": ["Agent of One Podcast", "Blake Lapierre"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/ep-8-my-ai-agent-reads-handwritten-timesheets-it-gets-the-receipts-100-right-and", "markdown": "https://wpnews.pro/news/ep-8-my-ai-agent-reads-handwritten-timesheets-it-gets-the-receipts-100-right-and.md", "text": "https://wpnews.pro/news/ep-8-my-ai-agent-reads-handwritten-timesheets-it-gets-the-receipts-100-right-and.txt", "jsonld": "https://wpnews.pro/news/ep-8-my-ai-agent-reads-handwritten-timesheets-it-gets-the-receipts-100-right-and.jsonld"}}