Astro

2 posts with the tag “Astro”

Building with Astro, Starlight, and Vercel Alongside AI: What I Delegated and What I Checked Myself

Jun 22, 2026

Shiori

A firsthand record of configuring a site using Astro, Starlight, and Vercel alongside AI. Covers the role of each tool and a breakdown of which parts of the setup were delegated to AI versus confirmed personally.

Frontmatter Design and Automatic learning_time Normalization: Managing Quality for AI-Generated Articles at Scale

Jun 22, 2026

Shiori

When AI generates many articles, frontmatter values can fall out of sync with the actual content. This article explains why I introduced an automatic normalization script for the learning_time field and what consistency gains come from automation.