A hobby developer built "The Accidental Portfolio" using Next.js 16 (Turbopack) and TypeScript for a static-first site. The project showcases personal tools and experiments, manually crafted with JSON and Markdown. It integrates Gemini 3 Flash API not as a driver but as a technical co-pilot.

The AI provides "Hobbyist Insights," explaining the developer's logic and spotting late-night coding errors. Fine-tuning prompts in Google AI Studio made the feedback sound less robotic. This approach treats AI as a second opinion, a growing trend for solo developers seeking code review and architectural feedback without full team support.

The developer's proudest moment was a Dockerized Deployment that solved a classic "it works on my machine" issue. Forgetting to copy static files to the container was a humbling lesson. This portfolio is a survivor of deployment oversight, demonstrating practical DevOps learning alongside AI-assisted development in a personal project.