
Justin Borge
Trained marketer who transitioned into a growth engineer and built Helios, a personal management system using large language models; shares workflows for JSON-based memory, persona prompting, and human-in-the-loop file editing.
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Feb 3, 2026 • 43min
From Marketer to Growth Engineer Using AI (ft Justin Borge)
Justin Borge, a marketer turned growth engineer who built Helios, a personal management system using LLMs. He discusses JSON-based memory for grounded AI, persona prompting and his provocative "bullying" approach to get models to critique code, and a human-in-the-loop workflow for safely editing local files. The conversation covers tooling, debugging without deep coding skills, and practical demos of Helios.


