Automation

The DPO channel (@DPO-AI) publishes AI/ML technical Shorts. 7 videos uploaded so far, covering agent memory, HNSW indexing, and agentic protocols. The entire production pipeline costs less than a coffee per video. Why Build This # I wanted to publish technical AI content that goes beyond surface-level explanations — real system architecture, real algorithms, real trade-offs. And I wanted it to be visually compelling, not just a talking head.

Luminar has 173 source files, 21,586 lines of production code, 43 API endpoints, and 155+ tests. It was built almost entirely by AI agents. Here’s the team structure, the workflow, and the honest truth about what breaks. The Team # I didn’t want generic agents. I wanted specialists — each with a clear domain, sharp ownership boundaries, and a persona that shapes how they approach problems.