AI - marmo.dev

OCR Is Becoming Structured Data: Testing Mistral OCR 4 with Spring AI and Angular

A full-stack document intelligence demo using Angular, Spring Boot, Spring AI 2.0, and Mistral OCR 4 to extract markdown, layout blocks, tables, images, confidence signals, and structured JSON.

AI

Better coding with the MDN MCP Server from Mozilla: Examples with Mistral Vibe Cli and OpenCode

Better code quality using MDN MCP Server. The MDN MCP Server connects AI coding tools like OpenCode and Mistral Vibe Code to trusted web documentation, reducing guesswork in frontend development.

AI

How good is LLM Code? A self-evaluation done by AI

Vibe coding is fun, fast, and sometimes amazing. But after the excitement is over, what is the real quality of the code?

DX

Claude vs. Codex vs. Human Dev: A Reality Check

Can we build professional solutions without checking the code with Claude and Codex?