Posts

All the articles I've posted.

• Helix — A Markdown-Files Memory Layer for a Personal AI Agent

  11 Apr, 2026

  How a folder of markdown files became the memory layer for a personal AI agent — and why it replaced a vector database.

• From Self-Hosted HLS to Bunny Stream: What Changes and What Breaks

  5 Apr, 2026

  Part 2 of the streaming POC series. Swapping self-hosted HLS for Bunny Stream looked like a backend service change. The token auth took two days.

• Streaming Video on a $0 Server: Building an HLS POC from Scratch

  5 Apr, 2026

  A working HLS video streaming proof of concept on an Oracle Always Free ARM server. Every mistake made along the way, and what actually worked.