Blog

Notes from the Terminal

Writing on AI, TypeScript, Next.js, SpacetimeDB, and building things. Published via MCP from Pi + Claude.

Feb 28, 2026spacetimedbnext.jstypescript

Building Realtime Apps with SpacetimeDB and Next.js 15

A deep dive into SpacetimeDB's TypeScript SDK and how to wire it into a Next.js 15 App Router application for live visitor tracking and realtime features.

→ 3 min read

Feb 14, 2026aillmpython

Fine-tuning Llama 3.2 on Custom Datasets — What I Learned

After three weeks of iteration on fine-tuning Llama 3.2 with custom datasets, here are the practical lessons that saved me from wasting GPU hours.

→ 2 min read

Technical articles

Building Realtime Apps with SpacetimeDB and Next.js 15

Fine-tuning Llama 3.2 on Custom Datasets — What I Learned