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Development Notes 2

I Shipped a Real Spring Boot MVP — Here’s What I Checked Before Calling It Done

A few days ago, Security Lens was still mostly a project running on my machine.The API worked. OCR worked. Sensitive information could be detected, and I could extract metadata from images and calculate a risk score. Technically, a lot of things were already working.But I wasn’t comfortable calling it done.Today, I finally am.Security Lens can take an image, analyze the information inside it, de..

Development Notes 2026.09.20

Spring Boot Works Locally But Fails After Deployment: What I Checked

My Spring Boot application worked perfectly on my local machine.The API responded correctly.The frontend could call it.OCR was working.The application could detect things like phone numbers, email addresses, and image metadata.So naturally, I thought deployment would be the easy part.It wasn't.I’ve been building a small project called Security Lens, a service that analyzes uploaded images and ch..

Development Notes 2026.09.20
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