AI Product Lead Lokesh builds production RAG, knowledge graph, and agentic AI systems for enterprise clients, and writes about what he learns along the way. In this Meet the Writer interview, he talks about his latest Top story testing whether Google's Workspace icon redesign is easier for vision models to tell apart, his two-track writing style of hands-on experiments and strategic arguments, the challenge of writing publicly when client work stays confidential, and what's coming next on debugging knowledge-graph-based RAG and verifiability in enterprise AI.