🛠️ Agent Dev Diary: · AI Automation Agency Hub

🛠️ Agent Dev Diary:

🛠️ Agent Dev Diary: SmartExp — Smart Expense System

I built an end-to-end automated expense system using n8n + Dify + Feishu (Submission ➔ AI OCR ➔ Validation ➔ Risk Control ➔ Approval ➔ Booking ➔ Analytics).

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🚀 Current MVP Features

✅ AI OCR: Upload a receipt image ➔ AI instantly extracts metadata.
✅ CRUD Management: Full database operations (Insert, Query, Update, Delete) in Feishu.
✅ Budget Alerts: Automatic email warnings when monthly spending exceeds 3,000 RMB.

(Screenshot of my n8n workflow attached. Still optimizing!)

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🛠️ Next-Step Optimizations

Risk Control & Approvals: Add duplicate/fraud detection and a Human-in-the-Loop step to intercept bad data before booking.
Leaner Vision AI: Streamline the current bloated image-processing workflow to improve execution speed.

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Let's Connect! Owners, finance pros, and devs: What features would you add? Any tips to optimize this Agent architecture? Let's discuss in the comments!

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