Senior Data Scientist & AI Architect. PhD in AI. Writing about LLMs, multi-agent systems, and the engineering behind production AI.https://coldforge.me/en-auhttps://coldforge.me/blog/from-poc-to-scale-long-running-ai-workflows/https://coldforge.me/blog/from-poc-to-scale-long-running-ai-workflows/How we represent human work as a graph, run it with LLMs, and what changes when the workflow has to survive hours, days, and thousands of concurrent runs.Sun, 07 Jun 2026 00:00:00 GMTai-systemsworkflowsproductionmulti-agenthttps://coldforge.me/blog/hello-world/https://coldforge.me/blog/hello-world/A first note. Why this site exists, what I plan to write about, and how I'll keep it honest.Fri, 05 Jun 2026 00:00:00 GMTmetawriting