DigitSelect

Context

Bilingual editorial product and comparison site dedicated to AI and SaaS tools, running on Coolify/Hetzner infrastructure.

Problem

Produce and maintain useful comparison pages in two languages while keeping a consistent SEO structure and editorial control over AI-assisted content.

Solution

An editorial site with reviews, guides, programmatic pages and a controlled generation pipeline. The architecture separates data, writing, validation and publishing.

My role

Design, full-stack development, data architecture, internationalization, AI editorial pipeline, technical SEO and operations.

Architecture

• Next.js and next-intl for bilingual rendering
• Turso and Drizzle for data
• AI pipeline with review steps
• Coolify and Hetzner for hosting

Challenges addressed

• Avoiding duplicate or near-duplicate pages
• Maintaining FR/EN parity
• Separating generation, validation and publishing

Verifiable results

• Bilingual architecture in production
• Guides, reviews and comparison pages served from a structured source
• Editorial workflow kept separate from public publishing

Next steps

Strengthen quality evidence with editorial checks, more visible sources and publishable SEO metrics.