Writing

Notes on shipping AI software — RAG, agents, and everything between prototype and production.

A RAG pipeline for 1M+ documentsMay 2026

How I structured indexing, chunking and retrieval to scale while keeping sub-second latency.

RAGPostgrespgvector

Autonomous agents: what works in productionMar 2026

Lessons from putting workflow agents in production — boundaries, evaluation and when not to use an agent.

AgentsLangGraph

Astro + AI: fast, smart sitesJan 2026

Why Astro became my default for AI products that need to be fast and easy to maintain.