The first article on this blog explained how it was built in 30 minutes with Claude Code. Naturally, a blog needs comments. Same constraints: no database, no external dependencies, no Disqus tracking visitors. Just PHP + JSON files. Built in one session with Claude Code — the interesting part wasn't the code, it was the security audit that followed. A comment system without a database seems trivia
When building applications with large language models (LLMs), one of the most overlooked costs is how structured data is represented. Most systems use JSON. And JSON is inefficient for LLM input. KODA (Knowledge-Oriented Data Abstraction) is a schema-first data format designed to reduce token usage when sending structured data to LLMs. It works by: Defining structure once (schema-first) Encoding v
Sebagai developer yang mengerjakan project untuk pasar Asia Tenggara, saya selalu mencari tools yang bisa membantu memastikan aplikasi saya bekerja dengan baik di berbagai locale. Bulan lalu, saya mencoba TestSprite, dan saya ingin berbagi pengalaman saya, khususnya tentang bagaimana tool ini menangani aspek lokalisasi yang sering terlewatkan oleh banyak developer. Apa itu TestSprite? TestSprite a