Posts

All the articles I've posted.

• Day Zero: The ConvoCanvas Vision

  5 Oct, 2025

  The context window error that sparked everything. September 11, 2025 - an evening planning session with Claude that would shape 25 days of building.

• Teaching the System to Document Itself: Automated Architecture Diagrams

  5 Oct, 2025

  From hand-coded Mermaid diagrams to automated architecture visualization. An evening working with Claude to teach the system to document itself.

• The Migration Question: When K3s Meets Reality

  5 Oct, 2025

  K3s was already running. The question wasn't whether to use it - it was whether to migrate everything to it. A day of deep research revealed the hidden cost of containerization.

• Building the Foundation: Vault Creation to MVP

  5 Oct, 2025

  From vault design to working code. September 14-15, 2025 - vault creation, LibreChat deployment, and the first FastAPI backend that could parse conversations and generate content ideas.

• ChromaDB Weekend: From 504 to 24,916 Documents

  5 Oct, 2025

  A weekend implementing ChromaDB, a Monday demoing it at work, and discovering that 1,142 files need more than folders - they need semantic search.