Builder Journal
Experiments, working setups, and the actual process behind Thetasimplified.

Running a multi-step AI pipeline on Theta — text, image, vision
Three Theta models, three modalities, one MCP-orchestrated flow. What worked, what didn't, and what 'no instances available' actually means in practice.
- MCP
- EdgeCloud
- Multi-step
- Builder Log
2 min readTeaching my chatbot what's actually true
Built an AI chatbot for Thetasimplified. It hallucinated fundamental Theta facts. Here's the fix and what I learned.
- Chatbot
- Hallucinations
- Fact Cards
- Builder Log
4 min readCalling Theta EdgeCloud directly from Claude — a working MCP setup
I wired Claude up to Theta EdgeCloud through MCP this week. One prompt in the chat, routed through Theta's GPU network, image back in the conversation. Here's exactly how it works and what I did to get there.
- EdgeCloud
- MCP
- Claude
- Builder Log