N-CODE AI Studio: Open-Source Tool Turns Website Audits into Consulting Opportunities

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A developer built N-CODE AI Studio, an open-source platform that audits websites and uses open-weight AI to turn technical performance data into plain-language recommendations. The tool is aimed at freelancers, small businesses, and web agencies who want to offer website health assessments and optimization services. In a single mobile Lighthouse test of the N-CODE STUDIO website, performance scored 57/100 and accessibility 78/100, while SEO and best practices scored 100/100. The Gemma 3 1B model, run locally through Ollama in GitHub Actions, generated suggestions on accessibility, semantic structure, contrast, and performance. The project is an early prototype whose business model has not yet been validated with paying customers, and its AI outputs require human review.

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