Shivanath Devinarayanan
Shivanath Devinarayanan
The Dark Factory covers the operating reality of enterprise AI beyond vendor decks. CDLTO at Asymbl, Salesforce MVP Hall of Fame, 180+ AI agents in production. I write about agents, accountability, memory, review systems, and decision layers.